| { | |
| "_name_or_path": "arazd/MIReAD", | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "Acta neurochirurgica", | |
| "1": "Journal of neuroscience research", | |
| "2": "eLife", | |
| "3": "Brain communications", | |
| "4": "Alcoholism, clinical and experimental research", | |
| "5": "Journal of the neurological sciences", | |
| "6": "Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology", | |
| "7": "The European journal of neuroscience", | |
| "8": "Pain", | |
| "9": "BMJ open", | |
| "10": "Frontiers in neurology", | |
| "11": "Journal of neurotrauma", | |
| "12": "Cerebellum (London, England)", | |
| "13": "Cellular and molecular life sciences : CMLS", | |
| "14": "The Journal of neuroscience : the official journal of the Society for Neuroscience", | |
| "15": "Biological psychiatry", | |
| "16": "Physiology & behavior", | |
| "17": "Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism", | |
| "18": "PLoS computational biology", | |
| "19": "Frontiers in psychiatry", | |
| "20": "European archives of psychiatry and clinical neuroscience", | |
| "21": "Alzheimer's & dementia (Amsterdam, Netherlands)", | |
| "22": "Biochemical and biophysical research communications", | |
| "23": "eNeuro", | |
| "24": "The Journal of physiology", | |
| "25": "Parkinsonism & related disorders", | |
| "26": "The British journal of psychiatry : the journal of mental science", | |
| "27": "Science (New York, N.Y.)", | |
| "28": "Philosophical transactions of the Royal Society of London. Series B, Biological sciences", | |
| "29": "Schizophrenia bulletin", | |
| "30": "Journal of neuroscience methods", | |
| "31": "Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia", | |
| "32": "Antioxidants (Basel, Switzerland)", | |
| "33": "Behavioural brain research", | |
| "34": "Multiple sclerosis and related disorders", | |
| "35": "Molecules (Basel, Switzerland)", | |
| "36": "PLoS biology", | |
| "37": "Sensors (Basel, Switzerland)", | |
| "38": "Frontiers in genetics", | |
| "39": "Journal of clinical medicine", | |
| "40": "Pharmaceutics", | |
| "41": "Biomolecules", | |
| "42": "Pharmacology, biochemistry, and behavior", | |
| "43": "Frontiers in neural circuits", | |
| "44": "Psychoneuroendocrinology", | |
| "45": "Neuropharmacology", | |
| "46": "European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology", | |
| "47": "Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology", | |
| "48": "Brain research", | |
| "49": "Journal of autism and developmental disorders", | |
| "50": "Annals of clinical and translational neurology", | |
| "51": "Neuron", | |
| "52": "Brain and behavior", | |
| "53": "Frontiers in behavioral neuroscience", | |
| "54": "Journal of neurointerventional surgery", | |
| "55": "Trials", | |
| "56": "Journal of neurophysiology", | |
| "57": "Epilepsy & behavior : E&B", | |
| "58": "JAMA neurology", | |
| "59": "Journal of Parkinson's disease", | |
| "60": "Psychiatry research", | |
| "61": "JCI insight", | |
| "62": "Trends in cognitive sciences", | |
| "63": "Autism research : official journal of the International Society for Autism Research", | |
| "64": "Frontiers in human neuroscience", | |
| "65": "Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology", | |
| "66": "Neurology", | |
| "67": "Journal of Alzheimer's disease : JAD", | |
| "68": "Neuropsychologia", | |
| "69": "Nature", | |
| "70": "Nature communications", | |
| "71": "British journal of pharmacology", | |
| "72": "Biomedicines", | |
| "73": "Frontiers in pharmacology", | |
| "74": "Methods in molecular biology (Clifton, N.J.)", | |
| "75": "Psychopharmacology", | |
| "76": "Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery", | |
| "77": "iScience", | |
| "78": "Disability and rehabilitation", | |
| "79": "Journal of personalized medicine", | |
| "80": "Cureus", | |
| "81": "PloS one", | |
| "82": "Translational psychiatry", | |
| "83": "Handbook of clinical neurology", | |
| "84": "Journal of psychiatric research", | |
| "85": "ACS chemical neuroscience", | |
| "86": "Neuroscience and biobehavioral reviews", | |
| "87": "Cell", | |
| "88": "European journal of neurology", | |
| "89": "Science advances", | |
| "90": "Cell reports", | |
| "91": "Clinical neurology and neurosurgery", | |
| "92": "Frontiers in immunology", | |
| "93": "Progress in neuro-psychopharmacology & biological psychiatry", | |
| "94": "Journal of sleep research", | |
| "95": "Seizure", | |
| "96": "Stroke", | |
| "97": "Frontiers in neuroscience", | |
| "98": "Psychiatry research. Neuroimaging", | |
| "99": "Molecular psychiatry", | |
| "100": "Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics", | |
| "101": "Frontiers in psychology", | |
| "102": "Progress in brain research", | |
| "103": "Frontiers in endocrinology", | |
| "104": "Brain structure & function", | |
| "105": "Neuroscience letters", | |
| "106": "Journal of visualized experiments : JoVE", | |
| "107": "Magnetic resonance in medicine", | |
| "108": "Brain sciences", | |
| "109": "Journal of affective disorders", | |
| "110": "The Journal of comparative neurology", | |
| "111": "Addiction biology", | |
| "112": "Biological psychiatry. Cognitive neuroscience and neuroimaging", | |
| "113": "STAR protocols", | |
| "114": "Acta neuropathologica", | |
| "115": "Cancers", | |
| "116": "The Journal of biological chemistry", | |
| "117": "Human brain mapping", | |
| "118": "Human molecular genetics", | |
| "119": "Brain research bulletin", | |
| "120": "Journal of neurology", | |
| "121": "European child & adolescent psychiatry", | |
| "122": "Current opinion in neurobiology", | |
| "123": "Frontiers in cell and developmental biology", | |
| "124": "Frontiers in cellular neuroscience", | |
| "125": "The Journal of clinical investigation", | |
| "126": "Cortex; a journal devoted to the study of the nervous system and behavior", | |
| "127": "Brain, behavior, and immunity", | |
| "128": "Brain stimulation", | |
| "129": "Journal of neural engineering", | |
| "130": "Biological psychology", | |
| "131": "Psychophysiology", | |
| "132": "Brain : a journal of neurology", | |
| "133": "Diagnostics (Basel, Switzerland)", | |
| "134": "Genes", | |
| "135": "Journal of neurochemistry", | |
| "136": "Proceedings of the National Academy of Sciences of the United States of America", | |
| "137": "World neurosurgery", | |
| "138": "Cognition", | |
| "139": "Heliyon", | |
| "140": "Social cognitive and affective neuroscience", | |
| "141": "Communications biology", | |
| "142": "Experimental neurology", | |
| "143": "NeuroImage. Clinical", | |
| "144": "Cell death & disease", | |
| "145": "Schizophrenia research", | |
| "146": "Neuroscience", | |
| "147": "Developmental cognitive neuroscience", | |
| "148": "Alzheimer's & dementia : the journal of the Alzheimer's Association", | |
| "149": "Multiple sclerosis (Houndmills, Basingstoke, England)", | |
| "150": "BMC public health", | |
| "151": "NPJ Parkinson's disease", | |
| "152": "Journal of neuroinflammation", | |
| "153": "Frontiers in physiology", | |
| "154": "Nutrients", | |
| "155": "Cells", | |
| "156": "Psychological medicine", | |
| "157": "Amyotrophic lateral sclerosis & frontotemporal degeneration", | |
| "158": "Sleep", | |
| "159": "Cerebral cortex (New York, N.Y. : 1991)", | |
| "160": "Journal of neurosurgery", | |
| "161": "Glia", | |
| "162": "BJPsych open", | |
| "163": "Alzheimer's research & therapy", | |
| "164": "Sleep medicine", | |
| "165": "Movement disorders : official journal of the Movement Disorder Society", | |
| "166": "NeuroImage", | |
| "167": "Neurosurgery", | |
| "168": "FASEB journal : official publication of the Federation of American Societies for Experimental Biology", | |
| "169": "Neurobiology of aging", | |
| "170": "Current biology : CB", | |
| "171": "Acta neuropathologica communications", | |
| "172": "BMC neurology", | |
| "173": "International journal of environmental research and public health", | |
| "174": "Neurobiology of disease", | |
| "175": "International journal of stroke : official journal of the International Stroke Society", | |
| "176": "Trends in neurosciences", | |
| "177": "Acta neurologica Scandinavica", | |
| "178": "Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association", | |
| "179": "Advances in experimental medicine and biology", | |
| "180": "Journal of child psychology and psychiatry, and allied disciplines", | |
| "181": "JAMA network open", | |
| "182": "AJNR. American journal of neuroradiology", | |
| "183": "Annals of neurology", | |
| "184": "Neurosciences (Riyadh, Saudi Arabia)", | |
| "185": "Frontiers in aging neuroscience", | |
| "186": "PeerJ", | |
| "187": "Nature neuroscience", | |
| "188": "Scientific reports", | |
| "189": "Asian journal of psychiatry", | |
| "190": "Journal of neurology, neurosurgery, and psychiatry", | |
| "191": "Molecular neurobiology", | |
| "192": "Experimental brain research", | |
| "193": "Brain imaging and behavior", | |
| "194": "BMC psychiatry", | |
| "195": "Progress in neurobiology", | |
| "196": "Frontiers in molecular neuroscience", | |
| "197": "Epilepsia", | |
| "198": "International journal of molecular sciences", | |
| "199": "Neurobiology of learning and memory" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "ACS chemical neuroscience": 85, | |
| "AJNR. American journal of neuroradiology": 182, | |
| "Acta neurochirurgica": 0, | |
| "Acta neurologica Scandinavica": 177, | |
| "Acta neuropathologica": 114, | |
| "Acta neuropathologica communications": 171, | |
| "Addiction biology": 111, | |
| "Advances in experimental medicine and biology": 179, | |
| "Alcoholism, clinical and experimental research": 4, | |
| "Alzheimer's & dementia (Amsterdam, Netherlands)": 21, | |
| "Alzheimer's & dementia : the journal of the Alzheimer's Association": 148, | |
| "Alzheimer's research & therapy": 163, | |
| "Amyotrophic lateral sclerosis & frontotemporal degeneration": 157, | |
| "Annals of clinical and translational neurology": 50, | |
| "Annals of neurology": 183, | |
| "Antioxidants (Basel, Switzerland)": 32, | |
| "Asian journal of psychiatry": 189, | |
| "Autism research : official journal of the International Society for Autism Research": 63, | |
| "BJPsych open": 162, | |
| "BMC neurology": 172, | |
| "BMC psychiatry": 194, | |
| "BMC public health": 150, | |
| "BMJ open": 9, | |
| "Behavioural brain research": 33, | |
| "Biochemical and biophysical research communications": 22, | |
| "Biological psychiatry": 15, | |
| "Biological psychiatry. Cognitive neuroscience and neuroimaging": 112, | |
| "Biological psychology": 130, | |
| "Biomedicines": 72, | |
| "Biomolecules": 41, | |
| "Brain : a journal of neurology": 132, | |
| "Brain and behavior": 52, | |
| "Brain communications": 3, | |
| "Brain imaging and behavior": 193, | |
| "Brain research": 48, | |
| "Brain research bulletin": 119, | |
| "Brain sciences": 108, | |
| "Brain stimulation": 128, | |
| "Brain structure & function": 104, | |
| "Brain, behavior, and immunity": 127, | |
| "British journal of pharmacology": 71, | |
| "Cancers": 115, | |
| "Cell": 87, | |
| "Cell death & disease": 144, | |
| "Cell reports": 90, | |
| "Cells": 155, | |
| "Cellular and molecular life sciences : CMLS": 13, | |
| "Cerebellum (London, England)": 12, | |
| "Cerebral cortex (New York, N.Y. : 1991)": 159, | |
| "Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery": 76, | |
| "Clinical neurology and neurosurgery": 91, | |
| "Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology": 47, | |
| "Cognition": 138, | |
| "Communications biology": 141, | |
| "Cortex; a journal devoted to the study of the nervous system and behavior": 126, | |
| "Cureus": 80, | |
| "Current biology : CB": 170, | |
| "Current opinion in neurobiology": 122, | |
| "Developmental cognitive neuroscience": 147, | |
| "Diagnostics (Basel, Switzerland)": 133, | |
| "Disability and rehabilitation": 78, | |
| "Epilepsia": 197, | |
| "Epilepsy & behavior : E&B": 57, | |
| "European archives of psychiatry and clinical neuroscience": 20, | |
| "European child & adolescent psychiatry": 121, | |
| "European journal of neurology": 88, | |
| "European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology": 46, | |
| "Experimental brain research": 192, | |
| "Experimental neurology": 142, | |
| "FASEB journal : official publication of the Federation of American Societies for Experimental Biology": 168, | |
| "Frontiers in aging neuroscience": 185, | |
| "Frontiers in behavioral neuroscience": 53, | |
| "Frontiers in cell and developmental biology": 123, | |
| "Frontiers in cellular neuroscience": 124, | |
| "Frontiers in endocrinology": 103, | |
| "Frontiers in genetics": 38, | |
| "Frontiers in human neuroscience": 64, | |
| "Frontiers in immunology": 92, | |
| "Frontiers in molecular neuroscience": 196, | |
| "Frontiers in neural circuits": 43, | |
| "Frontiers in neurology": 10, | |
| "Frontiers in neuroscience": 97, | |
| "Frontiers in pharmacology": 73, | |
| "Frontiers in physiology": 153, | |
| "Frontiers in psychiatry": 19, | |
| "Frontiers in psychology": 101, | |
| "Genes": 134, | |
| "Glia": 161, | |
| "Handbook of clinical neurology": 83, | |
| "Heliyon": 139, | |
| "Human brain mapping": 117, | |
| "Human molecular genetics": 118, | |
| "International journal of environmental research and public health": 173, | |
| "International journal of molecular sciences": 198, | |
| "International journal of stroke : official journal of the International Stroke Society": 175, | |
| "JAMA network open": 181, | |
| "JAMA neurology": 58, | |
| "JCI insight": 61, | |
| "Journal of Alzheimer's disease : JAD": 67, | |
| "Journal of Parkinson's disease": 59, | |
| "Journal of affective disorders": 109, | |
| "Journal of autism and developmental disorders": 49, | |
| "Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism": 17, | |
| "Journal of child psychology and psychiatry, and allied disciplines": 180, | |
| "Journal of clinical medicine": 39, | |
| "Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia": 31, | |
| "Journal of neural engineering": 129, | |
| "Journal of neurochemistry": 135, | |
| "Journal of neuroinflammation": 152, | |
| "Journal of neurointerventional surgery": 54, | |
| "Journal of neurology": 120, | |
| "Journal of neurology, neurosurgery, and psychiatry": 190, | |
| "Journal of neurophysiology": 56, | |
| "Journal of neuroscience methods": 30, | |
| "Journal of neuroscience research": 1, | |
| "Journal of neurosurgery": 160, | |
| "Journal of neurotrauma": 11, | |
| "Journal of personalized medicine": 79, | |
| "Journal of psychiatric research": 84, | |
| "Journal of sleep research": 94, | |
| "Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association": 178, | |
| "Journal of the neurological sciences": 5, | |
| "Journal of visualized experiments : JoVE": 106, | |
| "Magnetic resonance in medicine": 107, | |
| "Methods in molecular biology (Clifton, N.J.)": 74, | |
| "Molecular neurobiology": 191, | |
| "Molecular psychiatry": 99, | |
| "Molecules (Basel, Switzerland)": 35, | |
| "Movement disorders : official journal of the Movement Disorder Society": 165, | |
| "Multiple sclerosis (Houndmills, Basingstoke, England)": 149, | |
| "Multiple sclerosis and related disorders": 34, | |
| "NPJ Parkinson's disease": 151, | |
| "Nature": 69, | |
| "Nature communications": 70, | |
| "Nature neuroscience": 187, | |
| "NeuroImage": 166, | |
| "NeuroImage. Clinical": 143, | |
| "Neurobiology of aging": 169, | |
| "Neurobiology of disease": 174, | |
| "Neurobiology of learning and memory": 199, | |
| "Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology": 6, | |
| "Neurology": 66, | |
| "Neuron": 51, | |
| "Neuropharmacology": 45, | |
| "Neuropsychologia": 68, | |
| "Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology": 65, | |
| "Neuroscience": 146, | |
| "Neuroscience and biobehavioral reviews": 86, | |
| "Neuroscience letters": 105, | |
| "Neurosciences (Riyadh, Saudi Arabia)": 184, | |
| "Neurosurgery": 167, | |
| "Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics": 100, | |
| "Nutrients": 154, | |
| "PLoS biology": 36, | |
| "PLoS computational biology": 18, | |
| "Pain": 8, | |
| "Parkinsonism & related disorders": 25, | |
| "PeerJ": 186, | |
| "Pharmaceutics": 40, | |
| "Pharmacology, biochemistry, and behavior": 42, | |
| "Philosophical transactions of the Royal Society of London. Series B, Biological sciences": 28, | |
| "Physiology & behavior": 16, | |
| "PloS one": 81, | |
| "Proceedings of the National Academy of Sciences of the United States of America": 136, | |
| "Progress in brain research": 102, | |
| "Progress in neuro-psychopharmacology & biological psychiatry": 93, | |
| "Progress in neurobiology": 195, | |
| "Psychiatry research": 60, | |
| "Psychiatry research. Neuroimaging": 98, | |
| "Psychological medicine": 156, | |
| "Psychoneuroendocrinology": 44, | |
| "Psychopharmacology": 75, | |
| "Psychophysiology": 131, | |
| "STAR protocols": 113, | |
| "Schizophrenia bulletin": 29, | |
| "Schizophrenia research": 145, | |
| "Science (New York, N.Y.)": 27, | |
| "Science advances": 89, | |
| "Scientific reports": 188, | |
| "Seizure": 95, | |
| "Sensors (Basel, Switzerland)": 37, | |
| "Sleep": 158, | |
| "Sleep medicine": 164, | |
| "Social cognitive and affective neuroscience": 140, | |
| "Stroke": 96, | |
| "The British journal of psychiatry : the journal of mental science": 26, | |
| "The European journal of neuroscience": 7, | |
| "The Journal of biological chemistry": 116, | |
| "The Journal of clinical investigation": 125, | |
| "The Journal of comparative neurology": 110, | |
| "The Journal of neuroscience : the official journal of the Society for Neuroscience": 14, | |
| "The Journal of physiology": 24, | |
| "Translational psychiatry": 82, | |
| "Trends in cognitive sciences": 62, | |
| "Trends in neurosciences": 176, | |
| "Trials": 55, | |
| "World neurosurgery": 137, | |
| "eLife": 2, | |
| "eNeuro": 23, | |
| "iScience": 77 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "absolute", | |
| "problem_type": "single_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.28.0", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 31090 | |
| } | |