bluuebunny/crossref_metadata_2025_split huggingface dataset:
Evaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project
Authors: Montoto Carmen , Gisbert Javier P , Guerra Iván , Plaza Rocío , Pajares Villarroya Ramón , Moreno Almazán Luis , López Martín María Del Carmen , Domínguez Antonaya Mercedes , Vera Mendoza Isabel , Aparicio Jesús , Martínez Vicente , Tagarro Ignacio , Fernandez-Nistal Alonso , Canales Lea , Menke Sebastian , Gomollón Fernando ,   PREMONITION-CD Study Group
Published: February 2022

Background
The exploration of clinically relevant information in the free text of electronic health records (EHRs) holds the potential to positively impact clinical practice as well as knowledge regarding Crohn disease (CD), an inflammatory bowel disease that may affect any segment of the gastrointestinal tract. The EHRead technology, a clinical natural language processing (cNLP) system, was designed to detect and extract clinical information from narratives in the clinical notes contained in EHRs.

Objective
The aim of this study is to validate the performance of the EHRead technology in identifying information of patients with CD.

Methods
We used the EHRead technology to explore and extract CD-related clinical information from EHRs. To validate this tool, we compared the output of the EHRead technology with a manually curated gold standard to assess the quality of our cNLP system in detecting records containing any reference to CD and its related variables.

Results
The validation metrics for the main variable (CD) were a precision of 0.88, a recall of 0.98, and an F1 score of 0.93. Regarding the secondary variables, we obtained a precision of 0.91, a recall of 0.71, and an F1 score of 0.80 for CD flare, while for the variable vedolizumab (treatment), a precision, recall, and F1 score of 0.86, 0.94, and 0.90 were obtained, respectively.

Conclusions
This evaluation demonstrates the ability of the EHRead technology to identify patients with CD and their related variables from the free text of EHRs. To the best of our knowledge, this study is the first to use a cNLP system for the identification of CD in EHRs written in Spanish.
Hubungan antara partner support dengan resiliensi pada wanita yang mengalami abortus spontanea
Authors: Natasya Shahdifa , Suharsono Yudi , Saraswati Putri 
Published: February 2022

Women who experience spontaneous abortion tend to experience psychological disorders such as stress, anxiety, and emotional disturbances. When facing this event, women are expected to have good resilience to deal with these disorders. For women who have experienced a miscarriage, support from a partner plays an important role in helping the woman to be resilient from the stressor due to a miscarriage. This study is a correlational study to determine the relationship between partner support and resilience in women who experience spontaneous abortion. The subjects involved in this study were 46 people taken by the snowball sampling technique. The process of collecting data uses a scale of partner support and scale of resilience (CD-RISC) and analyzed using product moment correlation. The results showed that there was a significant correlation between partner support and resilience in women who experienced spontaneous abortion (r = 0.413; p = 0.004 <0.05), and R square of 0.170 (17%), indicating that 17 % resilience is influenced by partner support and 83% is influenced by other variables.
HUBUNGAN EQ (Emotional Quotient) DENGAN HASIL BELAJAR MAHASISWA BIOLOGI SEMESTER GANJIL TAHUN AJARAN 2014/2015
Authors: Sadikin Ali 
Published: February 2022

ABSTRACT Emotional intelligence (Emotional Quotient) is an extra skill of an individual to motivate him or herself, to survive from a failure, to control the emotion, to hold over the comfort state of life, and to manage his or her soul. So, one of the important factors that influence the students’ success in learning is the emotional intelligence. This descriptive-quantitative study was aimed to determine the relationship between emotional intelligence and the students’ learning outcomes at the Basic and Process of Biology Students 2 Course of odd semester in the academic year 2014/2015. The population of the study was the third semester students. The emotional intelligence data were collected through a questionnaire in the form of statements. Data analysis techniques to determine the relationship between emotional intelligence and learning outcomes were conducted through statistical testing using simple linear regression. The results showed that the average emotional intelligence of the students obtained was 2.84 with a scale range between 2.00 to 2.99 which means that the value is low, and the emotional intelligence data frequency distribution of the students were 18.4% higher, 66.23% moderate, and 15.37% lower. Moreover, the scores of the emotional intelligence questionnaire and the students’ learning outcomes formed a linear model Y=61. 03+0.133X. Further, the correlation analysis between the emotional intelligence and the learning outcomes showed that r count have a correlation between variables X and Y with the value of r count =0.177 and the scores of t count > t table or 2.318 > 1.96 at 95% of the confidence level were indicating a significant correlation between emotional intelligence and learning outcomes. Keyword: Emotional Intelligence and learning outcomes
PENGARUH KARTU KWARTET ANIMALIA DENGAN MODEL TGT TERHADAP PEMAHAMAN MATERI TAKSONOMI HEWAN SISWA SMAN 8 KOTA JAMBI
Authors: Budiarti Retni Sulistyoning , Sadikin Ali 
Published: February 2022

The card quartet Kingdom Animalia is a card designed with pictures of animals and contain a description of the characteristics of each class that in the Kingdom Animalia. While learning model Team Games Tournament (TGT) is a model student-centered learning, in which students were invited to perform game containing a predetermined competition rules. The purpose of this study was to determine the effect of card usage quartet with learning model (TGT) in the competency test understanding of the material and Animal Taxonomy Percentage student activity during the learning with TGT model took place. The research method using Quasi Experimental Design, where the experimental class and control class is not treated the same as has been formed since the beginning of learning. The results showed that the average value of understanding on animal taxonomy material is higher (6.9) than the control class (4.5). Processing of data by non-parametric statistics (Mann-Whitney U) shows the use of cards that quartet combined with TGT learning model the experimental class provides a very significant influence on the level of 95%. So is the percentage (%) activity in the experimental class (95%) higher than the control class (30%). Based on these results it can be concluded that the use of cards quartet with TGT model material effect on the understanding of the taxonomy of animals and can stimulate the activity of students in the learning process in SMA N 8 Jambi. It is advised to do other similar studies using different learning models. Keywords: card quartet, models Teams Games Tournament (TGT), Animal Taxonomy
Artificial Intelligence For Banana's Ripeness Detection Using Conventional Neural Network Algorithm
Authors: Utami Melinda , Andika Julpri , Attamimi Said 
Published: February 2022

Sistem pendeteksian tingkat kematangan buah pisang ini dirancang untuk melihat perbedaan buah yang layak dikonsumsi dan tidak layak dikonsumsi. Menggunakan metode Convolutional Neural Network yang telah dilatih, Metode CNN merupakan salah satu metode deep learning yang mampu melakukan proses pembelajaran mandiri untuk pengenalan objek, ekstraksi objek dan klasifikasi serta dapat diterapkan dapat diterapkan pada citra resolusi tinggi yang memiliki model distribusi nonparametrik. Kemudian gambar yang telah diterima dijalankan menggunakan Bahasa pemrograman python pada laptop operasional menggunakan platform google chrome. Setelah program dijalankan maka outputnya adalah sebuah citra yang dengan keterangan pisang mentah untuk buah pisang dengan kondisi yang mentah atau tidak layak di konsumsi, pisang matang dengan kondisi yang layak di konsumsi dan pisang busuk untuik buah pisang dengan kondisi tidak layak dikonsumsi. Penelitian menggunakan empat kelompok gambar percobaan dan menggunakan jarak, gambar kelompok pertama berisikan gambar dengan objek buah pisang dengan kondisi mentah, kelompok gambar kedua berisikan buah pisang dengan kondisi matang, kelompok gambar ketiga berisikan buah pisang dengan kondisi busuk dan kelompok gambar selain buah pisang. Pada percobaan kelompok pertama hasil deteksi mencapai 100%, Dan kelompok kedua di dapat hasil deteksi mencapai 78%, Dan kelompok ketiga di dapat hasil deteksi mencapai 89%. Dan pada percobaan gambar kelompok keempat system tidak mendeteksi adanya pola buah pisang. Hasil penelitian ini menunjukkan bahwa penggunaan metode CNN berpotensi untuk pendekatan pengenalan objek secara otomatis dalam membedakan jenis pola buah pisang bahan pertimbangan interpreter dalam menentukan objek pada citra
Design Sistem Keamanan Pintu Menggunakan Face Detection
Authors: Muwardi Rachmat , Adisaputro Reyhan Rahmat 
Published: February 2022

Perkembangan ilmu pengetahuan dan teknologi, terutama di bidang Elektronika dan Informatika, diharapkan dapat mampu meningkatkan teknologi sistem keamanan ruangan atau rumah terutama sistem keamanan pintu rumah. Teknologi sistem keamanan pintu sudah banyak dikembangkan karena untuk mencegah dan membuat penghuni rumah merasa nyaman saat meninggalkan rumahnya. Beberapa sistem kemanan pintu yang banyak digunakan antara lain yaitu menggunakan kamera CCTV, finger print sensor, sensor suara dan RFID. Namun seiring perkembangan teknologi, sistem keamanan tersebut banyak di temukan celah kelemahan seperti terjadi banyak nya eror pada finger print dan voice sensor dan masih banyak lagi. Berdasarkan hal tersebut, untuk membuat sistem keamanan pada pintu rumah yang lebih aman dan invofatif maka penulis membuat sebuah sistem keamanan dengan face detection dan juga notifikasi peringatan sistem jarak jauh menggunakan telegram. Peneliti membuat sistem keamanan pintu dengan menggunakan EPS 32 – CAM sebagai alat untuk melakukan face detection dan juga sebagai controller untuk sistem internet of things. Selain itu juga dibuat sebuat sistem manual menggunakan keypad untuk input password. Hasil dari penelitian ini berupa tingkat akurasi dan kecepatan pengenalan wajah dan juga kecepatan pengiriman informasi peringatan sistem keamanan pada aplikasi telegram.
Rancang Bangun Fall Detector System Untuk Pasien Stroke Dengan Metode Wsn (Wireless Sensor Network)
Authors: Poernomo Cak Fangky , Adriansyah Andi 
Published: February 2022

Pasien pasca stroke rentan untuk terjatuh karena kehilangan keseimbangan dalam tubuh. Upaya mengurangi kejadian pasien jatuh banyak rumah sakit telah melakukan pencegahan jatuh seperti, pendidikan pada pasien, pemberian tanda beresiko pada bed pasien dan pelatihan pada para staf merupakan intervensi yang paling efektif untuk mengurangi kejadian pasien jatuh. Oleh karena itu penelitian ini akan membahas pengembangan sistem pendeteksi pasien jatuh dengan sensor MPU 6050 menggunakan komunikasi nirkabel Wi-Fi dan mengirimkan notifikasi melalui aplikasi telegram yang dapat diakses orang terdekat atau anggota keluarganya lebih dari 1 pengguna untuk segera dilakukan penanganan. Penelitian ini bertujuan untuk mengembangkan perangkat pendeteksi jatuh dengan kontroler NodeMCU ESP82666 selanjutkan akan dikirim notifikasi melalui Telegram. Hasil penelitian ini perangkat dapat mendeteksi Pasien pasca Stroke yang rentang jatuh ketika tidur, berjalan dan duduk, muncul notifikasi pada Bot Telegram yang sudah dibuat yang dibuat dapat diakses oleh siapapun sehingga tidak membatasi pengawas atau kerabat dekat pasien
Profil Cemaran Bakteri Coliform pada Minuman Susu Segar yang Dijual Pedagang Kaki Lima di Daerah Istimewa Yogyakarta
Authors: Amarantini Charis , Budiarso Tri Yahya , Suryanto Regina 
Published: February 2022

Coliform contamination emerges public health case particularly by pathogenic E.coli O157 which is characterized by hemorrhagic colitis with diarrhea. In order to study the profile of coliform bacteria contamination in fresh milk that was sold by the sidewalk trader in Yogyakarta province, in this research coliform detection was done by cultivate fresh milk samples on the medium of Chromocult Coliform Agar (CCA) and enrichment cultures on the medium of Vancomycin-Trypticase Soy Broth (mVTSB). Dark-blue colonies isolated on CCA plates were then evaluated for the ability to ferment D-sorbitol on EOH medium in order to suspect pathogenic E.coli O157 colonies. The results show that coliform contamination was 1.103 - 1.107 CFU/ml, although it was not detected on all of the samples. Profile of coliform contamination in fresh milk samples consisted of Citrobacter, Enterobacter, and Klebsiella (1,0.103 - 1,2.107 CFU/ml), Shigella, Salmonella, and Yersinia (1,0.103 - 2,1.106 CFU/ml), and E.coli (1,4.104 - 2,8.104 CFU/ml). Dark-blue isolates that were suspected as pathogenic E.coli do not ferment D-sorbitol on EOH medium. Based on this result, it was concluded that it was not associated with E.coli O157.
Aplikasi Coat dan Film Pati Batang Aren untuk Mencegah Susut Berat dan Pencoklatan pada Buah Apel Terolah Minimal
Authors: Pranata F. Sinung 
Published: February 2022

Minimally processed fruits provide convenience and freshness characters. Weight loss is a critical factor affecting the shelf life of minimally processed apples. These apples were limited by brown coloration that develops on surface. The objective of this study is to evaluate the effectiveness of edible coat and film made from aren starch against weight loss and browning on minimally processed apples. Edible coat and film solutions were prepared from 3% (w/v) aren starch, 6% (w/w) palmitic acid, and 1% (w/v) sorbitol. Minimally processed apples were either dipped in the coating solution or wrapping by edible film and then stored at ambient temperature for 8 hours. Browning appearance was determined every 4 hours and weight loss of apples was measured every hour. Edible film was much effective on weight loss control than coating during storage. Color analysis showed that pati aren edible coating and film wrapping did not significantly delayed browning reaction on minimally processed apples.
Topografi Organ-Organ Visceral Ular Koros (Ptyas mucosus) (Short Communication)
Authors: Annawaty Annawaty 
Published: February 2022

Ular dianggap berkerabat dekat dengan kadal berdasarkan anatomi perbandingan yang memperlihatkan kemiripan struktur di antara mereka. Beberapa ahli zoologi berasumsi bahwa moyang ular merupakan hewan sebangsa kadal yang dahulunya hidup di liang. Pola hidup di liang dengan menggali lubang di dalam tanah, membuat mereka tidak begitu memanfaatkan kedua pasang tungkainya sehingga lama-kelamaan mengalami penyusutan dan akhirnya berdegenerasi. Pada beberapa kelompok ular primitif, yaitu ular-ular yang keberadaannya di bumi lebih awal dalam perhitungan skala waktu geologi, masih dijumpai adanya sisa tungkai yang berbentuk taji di dekat kloaka, seperti pada Familia Boidae, yaitu: ular Pyton dan ular Boa, sedangkan gelang panggul masih terdapat pada Familia Typhlopidae (Anonim, 1988; Gibbons 1988).
Analisis Vegetasi Beberapa Fragmen Hutan di Kabupaten Timor Tengah Utara
Authors: Poleng Aloisius , Witono Joko R. 
Published: February 2022

The present study aims to describe vegetation composition and structure of fragmented areas in Timor Tengah Utara. The study was carried out in three locations : the small forest of Soeb Mountain (L1), the medium forest of Ainiut-Loeram (L2), and the large forest of Lapeom-Maubesi Mountain (L3). The data were collected using the quadrates method. Each transect is 0,52 ha and thirteen plots (20x20 m) was established. The results show that the number of trees species in the large forest is the highest followed by the medium and the small forests (L3>L2>L1); The tree density in the large forest is the highest, followed by the small and the medium forests (L3>L1>L2). However the highest tree basal area was recorded in the small forest, followed by the large and the medium forests (L1>L3>L2). The species of the highest importance value (IV) at three locations are Pterocarpus indicus Willd., Gossampinus malabarica (DC.) Merr., and Schleichera oleosa (Lour.) Oken.
Pola Pertumbuhan dan Produksi -Amilase Bacillus amyloliquefaciens pada Substrat Pati Jagung dengan Variasi pH Awal Media dan Waktu Inkubasi
Authors: Wahyuningsih Sisilia Sri , Mursyanti Exsyupransia , Atmodjo P. Kianto 
Published: February 2022

The aims of this study were to identify the growth curve of B. amyloliquefaciens on corn-starch and non corn starch addition media, number of cells and production of a-amylase on variety initial pH during the stationary phase. The growth curve of B. amyloliquefaciens was made using the water optical density on both medium which has inoculated by microbes. The experimental design for the a-amylase production was factorial completely randomized design (6 x 3 x 3). There were two factors included in this study i.e. initial pH of the media ( 5, 5.5, 6, 6.5, 7 and 7.5) and incubation times (16, 18 and 20 hours). The results showed that B. amyloliquefaciens growth curve on medium with corn starch was slower than on medium without corn starch. Production of a-amylase and number of cells were having similar patterns in all treatments, i.e. increased until optimum pH and incubation time were reached. The number of cells and a-amylase production were optimal at pH 6.5 for 18 hours incubation whereas the number of cells (about 2.8542 x 108 cells/ml) and a-amylase production (1.4467 units/ml) were optimal at pH 6.5 for 18 hours incubation.
Kajian Kehadiran Inang Primer pada Pertumbuhan Semai Cendana
Authors: Wawo Albertus Husein 
Published: February 2022

Sandalwood (Santalum album L.) is known as a fancy plant. Since they have high economic value, it often over exploited. As a consequence, the population dramatically decreased in their habitats. Some efforts have been done to conserve this plant in order to prevent their extinction, i.e. seedling multiplication. As a hemiparasitic plant, sandalwoods need other plants for a host which grow around. Therefore, determining of the the primary host is a necessary aspect in multiplication of sandalwood seedling. This study used three species plants to serve sandalwood seedling as primary host in pot cultures consist of local leucaena (Leucaena glauca), vilosa (Acacia villosa) and calliandra (Calliandra calothyrsus). The results of this study indicated that A. vilosa is better for a primary host than L. glauca and C. calothyrsus as well. Number of root connection between sandalwood seedlings and their hosts have a close correlationship to the leaf number and the sandalwood seedling dry weight, whereas no significant correlationshifp to their height.
Mapping of Western Siberian heat flow (southeast)
Authors: Isaev V. I. , Krutenko D.S. , Lobova G.A. , Osipova E.N. , Starostenko V. I. 
Published: February 2022

This paper maps the heat flow density from the pre-Jurassic basement within a large territory of oil accumulation (circa 120 thousand sq. km) in the South-East of Western Siberia. Values of heat flow, calculated for 201 deep wells, comprise a dataset for developing the map with contour lines for every 2 mW/m2. These values were calculated by solving the inverse problem of Geothermy — one-dimensional initial-boundary value problem for equation of thermal conductivity in a solid with the moving upper boundary. The accepted mathematical statement is sufficiently accurate for modeling near horizontal bedded sedimentary section: existence of heat flow convectional component is taken into account via calculation of an effective heat flow value. The map shows different types of anomalous features of heat flow density distribution. Previously it was stated for Western Siberian Plate that values of deep heat flow within positive tectonic structures of sedimentary cover are 5—20 % higher than within negative tectonic structures. As it is, combined analysis of deep heat flow density distribution and location of tectonic structures (Kaimysov arch, Parabelmegaarch, especially Alexandrov arch and Pudino mega swell) shows tendency among positive tectonic structures for increasing deep heat flow value. However, it is not always so. For example, there is the utterly different correlation for the Srednevasyugan mega swell. This structure is characterized with lower heat flow. The location of the Nizhnevartovsk arch is almost untraceable in the deep heat flow density distribution. Concerning oil-and-gas potential ... (?) A large positive anomaly has formed in the zone around the Traigorodsko-Kondakov field in the north. Two positive anomalies are in the central part of the map: around the Snezhnoe field and close by the Lomovoe, the Ozernoe and the Katylgin fields. Such fields as the Rybalnoe, the Pindzhin and the Mirnoe surround a positive anomaly in the southeastern part of the map.
This paper contains a catalogue of discrete values (by wells) and a map of heat flow, which may be used as a «framework» in basin modeling. Upcoming research concerning origin of heat flow density anomalies — graded assessment of possible influence of tectonics, material composition and oil-and-gas potential of basement rocks has theoretical and practical significance.
SIKAP MAHASISWA JURUSAN PENDIDIKAN LUAR BIASA, FAKULTAS ILMU PENDIDIKAN, UNIVERSITAS NEGERI JAKARTA (PLB-FIP, UNJ) TERHADAP PENINGKATAN KETERAMPILAN SOSIALISASI ANAK TUNAGRAHITA MELALUI
Authors: Nuraini Purnamawati Siti 
Published: February 2022

This research aims to figure out the position of attitude of undergraduate students of special education programmes, Faculty of Education, State University of Jakarta toward improvement socialisation skills of students with intellectual disabilities through inclusive education. This research used likert scales. The sample of this research was 30. This study used purposive sampled. The reliability of the instrument used Alpha Cronbach is 0.96 compared to r table on a= 0.05 is 0.63. Data analysis used planagan formula. Score limit for positive position is 27% from top’s scores and negative position is 27% from bottom’s scores. The highest score is 123 and the smallest score is 89. Score average is 105.16. The result figure out the attitude of undergraduate students in between positive and negative