In this task, you're given a paragraph and title from the research paper. Your task is to classify whether the given title is suitable or not for the research paper based on the given paragraph. Return "True" if title is proper according to paragraph else "False".

Ex Input:
Paragraph: 1. Predicting infectious disease dynamics is a central challenge in disease ecology. Models 36 that can assess which individuals are most at risk of being exposed to a pathogen not only 37 provide valuable insights into disease transmission and dynamics but can also guide 38 management interventions. Constructing such models for wild animal populations, 39 however, is particularly challenging; often only serological data is available on a subset 40 of individuals and non-linear relationships between variables are common. 41 42 2. Here we take advantage of the latest advances in statistical machine learning to construct 43 pathogen-risk models that automatically incorporate complex non-linear relationships 44 with minimal statistical assumptions from ecological data with missing values. Our 45 approach compares multiple machine learning algorithms in a unified environment to 46 find the model with the best predictive performance and uses game theory to better 47 interpret results. We apply this framework on two major pathogens that infect African 48 lions: canine distemper virus (CDV) and feline parvovirus. 49 50 3. Our modelling approach provided enhanced predictive performance compared to more 51 traditional approaches, as well as new insights into disease risks in a wild population. We 52 were able to efficiently capture and visualise strong non-linear patterns, as well as model 53 complex interactions between variables in shaping exposure risk from CDV and feline 54 parvovirus. For example, we found that lions were more likely to be exposed to CDV at a 55 young age but only in low rainfall years. 56 57 . CC-BY-NC-ND 4.0 International license is made available under a The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It . https://doi.org/10.1101/569012 doi: bioRxiv preprint 3 4. When combined with our data calibration approach, our framework helped us to answer 58 questions about risk of pathogen exposure which are difficult to address with previous 59 methods. Our framework not only has the potential to aid in predicting disease risk in 60 animal populations, but also can be used to build robust predictive models suitable for 61 other ecological applications such as modelling species distribution or diversity patterns. 
 Title: How to make more from exposure data? An integrated machine Author Contributions Data Accessibility Statement Running Title Machine learning and pathogen exposure risk

Ex Output:
True


Ex Input:
Paragraph: Antimicrobial Dyes Polymers a b s t r a c t Schiff bases and their complexes are versatile compounds synthesized from the condensation of an amino compound with carbonyl compounds and widely used for industrial purposes and also exhibit a broad range of biological activities including antifungal, antibacterial, antimalarial, antiproliferative, anti-inflammatory, antiviral, and antipyretic properties. Many Schiff base complexes show excellent catalytic activity in various reactions and in the presence of moisture. Over the past few years, there have been many reports on their applications in homogeneous and heterogeneous catalysis. The high thermal and moisture stabilities of many Schiff base complexes were useful attributes for their application as catalysts in reactions involving at high temperatures. The activity is usually increased by complexation therefore to understand the properties of both ligands and metal can lead to the synthesis of highly active compounds. The influence of certain metals on the biological activity of these compounds and their intrinsic chemical interest as multidentate ligands has prompted a considerable increase in the study of their coordination behaviour. Development of a new chemotherapeutic Schiff bases and their metal complexes is now attracting the attention of medicinal chemists. This review compiles examples of the most promising applied Schiff bases and their complexes in different areas. 
 Title: A review on versatile applications of transition metal complexes incorporating Schiff bases

Ex Output:
False


Ex Input:
Paragraph: Mycetoma is a neglected tropical disease, endemic in many tropical and subtropical regions, 49 characterised by massive deformity and disability and can be fatal if untreated early and 50 appropriately. Interleukins (IL) -35 and IL-37 are newly discovered cytokines that play an 51 important role in suppressing the immune system. However, the expression of these 52 interleukins in patients with Madurella mycetomatis (M. mycetomatis) induced eumycetoma 53 has not yet been explored. This study aims to determine the levels of the IL-1 family (IL-1β, 54 IL-37) and IL-12 family (IL-12, IL-35) in a group of these patients and the association 55 between these cytokines levels and the patients' demographic characteristics. The present, 56 a case-control study was conducted at the Mycetoma Research Centre, Soba University 57 Hospital, University of Khartoum, Sudan and it included 140 individuals. They were divided 58 into two groups; group I: healthy controls [n = 70; median age 25 years (range 12 to 70 59 years)]. Group II: mycetoma patients [n = 70 patients; median age 25 (range 13 to 70 60 years)]. Cytokines levels were measured in sera using enzyme-linked immunosorbent assay 61 (ELISA). 62 There was no significant correlation between the IL-1β and IL-12 levels and the lesions size 63 and disease duration, whereas levels of IL-37 and IL-35 were significantly correlated with 64 that. The analysis of the risk factors of higher circulatory levels of IL-37 in patients of 65 mycetoma showed a significant negative association with IL-1β cytokine, where a unit 66 increment in IL-1β will decrease the levels of IL-37 by 35.28 pg/ml. The levels of IL-37 67 among the patients with a duration of mycetoma infection ≤ one year had significantly 68 decreased by an average of 18.45 compared to patients with a mycetoma infection's 69 duration of ≥ 5years (reference group). Furthermore, the risk factors of higher levels of IL-35 . CC-BY 4.0 International license is made available under a The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It . https://doi.org/10.1101/502609 doi: bioRxiv preprint 70 in mycetoma patients revealed a significant negative association with IL-12, as a unit 71 increment in IL-12 decreases the levels of IL-35by 8.99 pg/ml (p < 0.001). Levels of IL-35 72 among the patients with duration of mycetoma infection ≤ one year had significantly 73 decreased (p-value = 0.002) on average by 41.82 compared to patients with a duration of 74 mycetoma infection ≥ five years (reference group). In conclusion, this study indicates that 75 both IL-35 and IL-37 are negatively associated with the levels of IL-1β and IL-12 in 76 eumycetoma mycetoma infection; and high levels of IL-37 and IL-35 may have a negative 77 impact on disease progression. 78 79 Authors Summary 80 Mycetoma is a progressive chronic granulomatous fungal or bacterial infection that may 81 result in massive destruction of subcutaneous tissues, muscles and bones. Mycetoma is 82 a neglected disease which is endemic in many tropical and subtropical areas. If the 83 disease is not treated properly, eventually it ends up with amputation and adverse 84 medical, health and socioeconomic effects on patients and the community. 85 Previous data suggested a crucial role of adaptive immunity in host resistance to 86 causative agents and the disease progression. The recently identified IL -35 and IL-37 87 cytokines revealed an important role in immune suppression. Nevertheless, the 88 expression of these interleukins in patients with mycetoma has not yet been 89 investigated. Therefore, the present case-control study aimed to determine the levels of 90 IL-1 family (IL-1β, IL-37) and IL-12 family (IL-12, IL-35) in these patients and the 91 association between these cytokines levels and the patients' demographic 92 characteristics. . CC-BY 4.0 International license is made available under a The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It . https://doi.org/10.1101/502609 doi: bioRxiv preprint The results of this study showed that the levels of IL-37 and IL-35 were consistently 94 positively correlated with different diameters of mycetoma lesions as well as its duration. 95 However, the levels of IL-1β and IL-12 were consistently negatively correlated with 96 different diameters of lesions and the duration of mycetoma infection. The analysis of 97 the risk factors of higher circulatory levels of IL-37 in patients of mycetoma showed a 98 significant negative association with IL-1β cytokine. Furthermore, the risk factors of 99 higher levels of IL-35 in patients of mycetoma revealed a significant negative 100 association with IL-12. These findings uncover a possible the role of IL-35 and IL-37 in 101 
 Title: Title: 2 The Role of Interleukin-1 cytokine family (IL-1β, IL-37) and interleukin-12 cytokine 3 family (IL-12, IL-35) in eumycetoma infection pathogenesis. Authors 7 Corresponding Author

Ex Output:

True