{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":546,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":546,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6db594e4ab9b","filters":{"venue":"Journal of Psychiatric Research"}},"results":[{"id":"W2164685446","doi":"10.1016/j.jpsychires.2008.03.009","title":"The probiotic Bifidobacteria infantis: An assessment of potential antidepressant properties in the rat","year":2008,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":944,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Science Foundation Ireland; Health Research Board; Higher Education Academy; Wellcome Trust","keywords":"Probiotic; Serotonergic; Monoaminergic; Behavioural despair test; Antidepressant; Gut–brain axis; Serotonin; Immune system; Pharmacology; Stimulation; Internal medicine; Endocrinology; Medicine; Biology; Hippocampus; Immunology; Bacteria; Receptor","authors":[{"name":"Lieve Desbonnet","is_ca":false},{"name":"Lillian Garrett","is_ca":false},{"name":"Gerard Clarke","is_ca":false},{"name":"John Bienenstock","is_ca":true},{"name":"Timothy G. Dinan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05267364680193803,"gpt":0.4012911427766842,"spread":0.3486174959747462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987217,0.00009072809,0.0001667598,0.0001719509,0.0003207013,0.00005226803,0.0006655313,0.00008749905,0.000005125267],"category_scores_gemma":[0.00007082858,0.00004442869,0.00009869138,0.0003334591,0.0002397427,0.00001083845,0.00007892723,0.0004763136,9.422595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785394,"about_ca_system_score_gemma":0.0008239283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005664505,"about_ca_topic_score_gemma":0.00004298994,"domain_scores_codex":[0.9976691,0.0008231569,0.0005496409,0.0001442297,0.0004840762,0.0003298178],"domain_scores_gemma":[0.9989045,0.00002885088,0.0002436425,0.0003589754,0.0004013833,0.00006264853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004067246,0.0005252975,0.06439517,0.00008749445,0.00004871593,0.00003128008,0.0003364059,0.00007269195,0.9211562,0.00009152693,0.01211805,0.0007304407],"study_design_scores_gemma":[0.001601029,0.003246988,0.9648275,0.00006317301,0.00002173415,0.001035118,0.001244497,0.00008263382,0.01558355,0.0001150409,0.01202924,0.0001495215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949509,0.002487055,0.00004857366,0.00168431,0.0003284405,0.000304956,0.000002275379,9.072582e-7,0.0001925834],"genre_scores_gemma":[0.9936758,0.005210594,0.0005539338,0.00005337269,0.0004047216,0.000004409746,0.000002917715,0.0000101613,0.00008413837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9055727,"threshold_uncertainty_score":0.2466608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146284752","doi":"10.1016/s0022-3956(02)00052-3","title":"Place of chronic insomnia in the course of depressive and anxiety disorders","year":2002,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":874,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Sanofi","keywords":"Insomnia; Anxiety; Psychiatry; Primary Insomnia; Population; Mood; Anxiety disorder; Mood disorders; Generalized anxiety disorder; Sleep disorder; Medicine; Psychology","authors":[{"name":"Maurice M. Ohayon","is_ca":false},{"name":"Thomas Roth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02816603893071317,"gpt":0.3676102574357339,"spread":0.3394442185050208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813297,0.0001006547,0.0002546596,0.000562768,0.00007046749,0.00001190702,0.0004947451,0.0001684345,0.0004120201],"category_scores_gemma":[0.00009689135,0.00006231754,0.0001202024,0.001184016,0.0003360404,0.0000676471,0.00003794368,0.001055833,0.00000876439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939376,"about_ca_system_score_gemma":0.00009157984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696654,"about_ca_topic_score_gemma":0.0001219663,"domain_scores_codex":[0.9976398,0.0006921623,0.0005837093,0.0001482145,0.000607681,0.0003284011],"domain_scores_gemma":[0.9985732,0.0005215456,0.0003637901,0.0002876008,0.0001829652,0.00007082996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001213647,0.007127163,0.5291008,0.0002449563,0.001224188,0.00005525518,0.03342291,0.0006099522,0.0003551263,0.003389733,0.196419,0.2268373],"study_design_scores_gemma":[0.04053633,0.01060037,0.8027207,0.000434703,0.0006112817,0.000850259,0.07730107,0.002145346,0.0001362379,0.01273567,0.05120667,0.0007213458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044777,0.07794305,0.00002615074,0.003053488,0.0003910323,0.0002560659,0.000003689557,0.00000195808,0.01384682],"genre_scores_gemma":[0.979484,0.02016044,0.00005194471,0.00002171723,0.000123539,0.000004719957,2.810553e-7,0.00001202125,0.0001413195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736199,"threshold_uncertainty_score":0.4587128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068143995","doi":"10.1016/j.jpsychires.2007.05.006","title":"Effect of post-retrieval propranolol on psychophysiologic responding during subsequent script-driven traumatic imagery in post-traumatic stress disorder","year":2007,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":553,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"National Institute of Mental Health; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Propranolol; Traumatic stress; Psychology; Mental image; Traumatic memories; Placebo; Heart rate; Anesthesia; Guided imagery; Medicine; Anxiety; Psychiatry; Blood pressure; Internal medicine; Neuroscience; Cognition","authors":[{"name":"Alain Brunet","is_ca":true},{"name":"Scott P. Orr","is_ca":false},{"name":"Jacques Tremblay","is_ca":true},{"name":"Kate Robertson","is_ca":true},{"name":"Karim Nader","is_ca":true},{"name":"Roger K. Pitman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0458142834258434,"gpt":0.4172059846586218,"spread":0.3713917012327784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00908477,0.000572221,0.001157618,0.0103284,0.0003158759,0.0001002489,0.001220932,0.0004302851,0.0005472684],"category_scores_gemma":[0.0036688,0.0004174474,0.0005424009,0.007592164,0.0003987492,0.0003945789,0.000124974,0.00235385,0.0001390186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462538,"about_ca_system_score_gemma":0.0002507958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002078129,"about_ca_topic_score_gemma":0.00005900377,"domain_scores_codex":[0.9901876,0.002785829,0.002235329,0.0008368045,0.00246836,0.001486028],"domain_scores_gemma":[0.991853,0.003800008,0.001396972,0.0008130007,0.00174512,0.0003919215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1097391,0.01383251,0.6130005,0.004002494,0.001536243,0.001353721,0.01638602,0.0001718527,0.06675683,0.0003753116,0.001497457,0.171348],"study_design_scores_gemma":[0.01178784,0.02124003,0.9455252,0.001178286,0.0001782662,0.0002461512,0.01106234,0.00001707833,0.007395259,0.0006859674,0.0001245025,0.0005590789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856117,0.007373717,0.000197123,0.0004145703,0.002314529,0.001611013,0.00003886842,0.0000352182,0.002403306],"genre_scores_gemma":[0.9952379,0.003011638,0.0005795016,0.00004307982,0.0006284866,0.0000415155,0.00001056237,0.0001009489,0.0003463968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3325247,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121138841","doi":"10.1016/j.jpsychires.2010.11.008","title":"Childhood adversity and personality disorders: Results from a nationally representative population-based study","year":2010,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":401,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Manitoba","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Psychology; Personality disorders; Clinical psychology; Poison control; Injury prevention; Personality; Human factors and ergonomics; Suicide prevention; Population; Psychiatry; Occupational safety and health; Developmental psychology; Medicine; Medical emergency; Social psychology; Environmental health","authors":[{"name":"Tracie O. Afifi","is_ca":true},{"name":"Amber A. Mather","is_ca":true},{"name":"Jonathon Boman","is_ca":true},{"name":"William Fleisher","is_ca":true},{"name":"Murray W. Enns","is_ca":true},{"name":"Harriet L. MacMillan","is_ca":true},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04113992121355679,"gpt":0.4082471055854525,"spread":0.3671071843718957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004867737,0.0001905642,0.0003765026,0.0007305197,0.0004234261,0.00008084378,0.000532972,0.0002047561,0.0008478448],"category_scores_gemma":[0.001043108,0.0001681269,0.0001948028,0.0008438138,0.0001768295,0.0001625587,0.00006971854,0.001829976,0.00003069078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004524613,"about_ca_system_score_gemma":0.000264537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006440294,"about_ca_topic_score_gemma":0.004481558,"domain_scores_codex":[0.9953899,0.001535028,0.0008216345,0.0005772735,0.001256008,0.0004201353],"domain_scores_gemma":[0.9963329,0.001791514,0.0005235244,0.0004986675,0.000594037,0.0002593781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001937951,0.002911169,0.970228,0.000005991925,0.0001891479,0.00003938791,0.01118196,0.000006315821,0.00002402565,0.0007343792,0.009458647,0.003283028],"study_design_scores_gemma":[0.006558289,0.0008795968,0.971346,0.000007421801,0.00004904743,0.00002039982,0.009431961,0.00002113999,4.198287e-7,0.01043713,0.001093388,0.0001551871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841597,0.0004454649,0.0000863497,0.007614561,0.001422792,0.0004873166,0.0001765922,0.00001397848,0.005593225],"genre_scores_gemma":[0.9971676,0.00002390523,0.001558558,0.000147675,0.000787979,0.00001128164,0.00003547558,0.00001931688,0.0002482083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300788,"threshold_uncertainty_score":0.9735842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973652904","doi":"10.1016/j.jpsychires.2011.03.002","title":"Brain-derived neurotrophic factor as a state-marker of mood episodes in bipolar disorders: A systematic review and meta-regression analysis","year":2011,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Instituto Nacional de Ciência e Tecnologia para Excitotoxicidade e Neuroproteção; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Instituto de Pesquisas Econômicas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Alliance for Research on Schizophrenia and Depression; Stanley Medical Research Institute","keywords":"Bipolar disorder; Brain-derived neurotrophic factor; Mania; Mood; Internal medicine; Psychology; Neurotrophic factors; Meta-analysis; Mood disorders; Psychiatry; Depression (economics); Oncology; Clinical psychology; Endocrinology; Medicine; Anxiety","authors":[{"name":"Brisa S. Fernandes","is_ca":false},{"name":"Clarissa Severino Gama","is_ca":false},{"name":"Keila Maria Mendes Ceresér","is_ca":false},{"name":"Lakshmi N. Yatham","is_ca":true},{"name":"Gabriel R. Fries","is_ca":false},{"name":"Gabriela Delevati Colpo","is_ca":false},{"name":"David Freitas de Lucena","is_ca":false},{"name":"Maurício Kunz","is_ca":false},{"name":"Fabiano A. Gomes","is_ca":false},{"name":"Flávio Kapczinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1074696501927159,"gpt":0.4323534697746894,"spread":0.3248838195819735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003445972,0.000619519,0.009051534,0.004433637,0.00008264838,0.00003889482,0.0004904671,0.0002735875,0.0003417092],"category_scores_gemma":[0.001310071,0.0003112208,0.002871557,0.004493564,0.000149053,0.0001196303,0.0001431561,0.001727083,0.00001524905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401712,"about_ca_system_score_gemma":0.0008328253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298612,"about_ca_topic_score_gemma":0.0002648511,"domain_scores_codex":[0.9912387,0.00344033,0.002915473,0.0004902352,0.00139078,0.0005245368],"domain_scores_gemma":[0.9950789,0.001025001,0.002087229,0.0008472176,0.0005646236,0.0003970871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001170469,0.001032359,0.002999111,0.9375165,0.03072193,0.00003677048,0.0001691068,1.716331e-7,8.884991e-7,0.00001508237,0.0001003581,0.02729072],"study_design_scores_gemma":[0.003646141,0.005293844,0.008833592,0.3095438,0.636277,0.001015588,0.0001184694,0.000008453948,0.000001103299,0.0007816239,0.0336528,0.0008276219],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002055716,0.9954286,0.0000261246,0.0006494829,0.00005261238,0.003455351,0.00004807051,0.00000580484,0.0001283458],"genre_scores_gemma":[0.001464298,0.9977506,0.0003125496,0.00003342957,0.0000319169,0.0001437924,0.00001164119,0.00006828317,0.0001835344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6279727,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203624639","doi":"10.1016/j.jpsychires.2021.09.054","title":"Onset and frequency of depression in post-COVID-19 syndrome: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":386,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network","funders":"","keywords":"Depression (economics); Medicine; MEDLINE; Meta-analysis; Cohort study; Psychiatry; Prospective cohort study; Systematic review; Severity of illness; Internal medicine","authors":[{"name":"Olivier Renaud‐Charest","is_ca":true},{"name":"Leanna M.W. Lui","is_ca":true},{"name":"Sherry Eskander","is_ca":true},{"name":"Felicia Ceban","is_ca":true},{"name":"Roger Ho","is_ca":false},{"name":"Joshua D. Di Vincenzo","is_ca":true},{"name":"Joshua D. Rosenblat","is_ca":true},{"name":"Yena Lee","is_ca":true},{"name":"Mehala Subramaniapillai","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2123582995906543,"gpt":0.5710964451991467,"spread":0.3587381456084924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01374025,0.0003700001,0.004552098,0.002692308,0.0001152213,0.00003483062,0.0009114465,0.0004466461,0.0006479331],"category_scores_gemma":[0.003133717,0.0002556142,0.0007738601,0.002984569,0.0001176074,0.00008188819,0.0001986968,0.002377782,0.00004556251],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069099,"about_ca_system_score_gemma":0.009071711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063506,"about_ca_topic_score_gemma":0.0001253656,"domain_scores_codex":[0.986802,0.006871066,0.003705233,0.0005344408,0.001446956,0.0006403127],"domain_scores_gemma":[0.9925346,0.003131801,0.002241325,0.0009275469,0.0004890597,0.0006757125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002558284,0.0003578523,0.0007962493,0.9642619,0.0002303954,0.001287652,0.0002119795,2.503057e-8,7.422398e-8,0.0001242848,0.006223438,0.02648055],"study_design_scores_gemma":[0.001023403,0.001019276,0.000437719,0.9145647,0.001617767,0.01636271,0.0005357073,1.511429e-7,2.162465e-8,0.0002861805,0.06384219,0.0003101202],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002209268,0.9949175,0.00001099447,0.000729256,0.0007636785,0.002910578,0.0000587077,0.000005028283,0.000383291],"genre_scores_gemma":[0.0001867887,0.9985869,0.0002128309,0.0003764816,0.0001137186,0.0001437017,0.00001720062,0.00004961168,0.0003127887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05761875,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152332814","doi":"10.1016/j.jpsychires.2005.07.007","title":"A review of neuroimaging studies in PTSD: Heterogeneity of response to symptom provocation","year":2005,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":372,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Columbian Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Provocation test; Psychopathology; Psychology; Neuroimaging; Clinical psychology; Dissociative; Fight-or-flight response; Amygdala; Functional neuroimaging; Psychiatry; Neuroscience; Medicine","authors":[{"name":"Ruth A. Lanius","is_ca":true},{"name":"Robyn Bluhm","is_ca":true},{"name":"Ulrich F. Lanius","is_ca":true},{"name":"Claire Pain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5471996272713519,"gpt":0.6518144251592114,"spread":0.1046147978878595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02391149,0.0004206141,0.003503165,0.005886108,0.00007340979,0.00002551228,0.001949322,0.0002473686,0.0001740078],"category_scores_gemma":[0.006838578,0.0003260301,0.0008806504,0.005694013,0.0003279762,0.0001208947,0.0003776064,0.002196606,0.00008008028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803273,"about_ca_system_score_gemma":0.002050604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009090316,"about_ca_topic_score_gemma":0.00003021584,"domain_scores_codex":[0.9812409,0.01028745,0.004513776,0.0005809454,0.002493859,0.0008830531],"domain_scores_gemma":[0.9897777,0.004208086,0.002272388,0.001265617,0.002202228,0.0002739525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007269481,0.0008938418,0.0003494265,0.1739924,0.0005987514,0.00006476707,0.001251295,0.000001672508,0.000003178702,0.00007349269,0.02285286,0.7991914],"study_design_scores_gemma":[0.001388471,0.002148606,0.001469989,0.2686179,0.0004966413,0.0005388051,0.000969589,0.000001317955,0.000002996315,0.0001455389,0.7238423,0.0003778115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001916986,0.9927129,0.00001362688,0.001314809,0.0005833615,0.002619617,0.0000319491,0.000005572398,0.0008011938],"genre_scores_gemma":[0.0003050916,0.9981275,0.0007649236,0.00005333081,0.0002984019,0.0001831901,0.000003036226,0.00007714792,0.0001873565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7988135,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908242089","doi":"10.1016/j.jpsychires.2019.01.003","title":"Impact of pharmacogenomics on clinical outcomes in major depressive disorder in the GUIDED trial: A large, patient- and rater-blinded, randomized, controlled study","year":2019,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":340,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fusion Oriented REsearch for disruptive Science and Technology; Janssen Biotech; Canadian Institutes of Health Research; Agency for Healthcare Research and Quality; Allergan; National Institutes of Health; Rogers Family Foundation; Assurex Health; National Institute of Mental Health; Pfizer; LivaNova; Ontario Brain Institute; Patient-Centered Outcomes Research Institute; Avanir Pharmaceuticals; Stanley Medical Research Institute; ACADIA Pharmaceuticals; Alkermes; Acadia University; Bristol-Myers Squibb; Otsuka America; Biogen","keywords":"Medicine; Randomized controlled trial; Major depressive disorder; Pharmacogenomics; Depression (economics); Hamilton Rating Scale for Depression; Rating scale; Clinical trial; Internal medicine; Psychiatry; Physical therapy; Psychology; Mood; Pharmacology","authors":[{"name":"John F. Greden","is_ca":false},{"name":"Sagar V. Parikh","is_ca":false},{"name":"Anthony J. Rothschild","is_ca":false},{"name":"Michael E. Thase","is_ca":false},{"name":"Boadie W. Dunlop","is_ca":false},{"name":"Charles DeBattista","is_ca":false},{"name":"Charles R. Conway","is_ca":false},{"name":"Brent P. Forester","is_ca":false},{"name":"Francis M. Mondimore","is_ca":false},{"name":"Richard C. Shelton","is_ca":false},{"name":"Matthew Macaluso","is_ca":false},{"name":"James Li","is_ca":false},{"name":"Krystal Brown","is_ca":false},{"name":"Lindsey Burns","is_ca":false},{"name":"Michael Jablonski","is_ca":false},{"name":"Bryan Dechairo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09006789581775537,"gpt":0.5069060345876394,"spread":0.416838138769884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01531797,0.0002196442,0.002365028,0.001395855,0.00005026013,0.00004214946,0.0003134522,0.0001277942,0.00009136424],"category_scores_gemma":[0.002956208,0.00009693979,0.0008502043,0.000598353,0.00008331811,0.00009289807,0.00008652467,0.001237345,0.000007737022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069812,"about_ca_system_score_gemma":0.0004165973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720522,"about_ca_topic_score_gemma":0.00003488151,"domain_scores_codex":[0.9902884,0.005065027,0.002480693,0.0002828893,0.001483628,0.0003993374],"domain_scores_gemma":[0.9920022,0.006037594,0.001010767,0.0004240856,0.0003745188,0.0001508075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4764042,0.006794751,0.5146434,0.00001304878,0.0005750599,0.00007717213,0.0004041704,0.00002126173,0.00001774321,0.000004199806,0.0003687312,0.0006762997],"study_design_scores_gemma":[0.6677561,0.009962752,0.3209216,0.00005653089,0.0002500011,0.00002131955,0.0007667292,0.0000813862,0.000003041219,0.0001151232,0.00001111972,0.0000542471],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869996,0.001588257,0.000003470036,0.001056472,0.0004122441,0.009635962,0.000005734744,0.000002679676,0.0002955644],"genre_scores_gemma":[0.9986443,0.0008403406,0.0000995677,0.00005923417,0.0001488657,0.00009853776,0.000001186189,0.00002308909,0.00008488466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937217,"threshold_uncertainty_score":0.5375717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111282764","doi":"10.1016/j.jpsychires.2010.04.016","title":"Comorbidity of borderline personality disorder and posttraumatic stress disorder in the U.S. population","year":2010,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":324,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Comorbidity; Borderline personality disorder; Psychiatry; Psychopathology; Clinical psychology; Psychology; Population; Personality disorders; Medicine; Personality","authors":[{"name":"Jina Pagura","is_ca":true},{"name":"Murray B. Stein","is_ca":false},{"name":"Shay‐Lee Bolton","is_ca":true},{"name":"Brian J. Cox","is_ca":true},{"name":"Bridget F. Grant","is_ca":false},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05906275397791331,"gpt":0.42554432114061,"spread":0.3664815671626967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006028119,0.0001561922,0.000396734,0.0005800644,0.0001699022,0.00004304324,0.0005883834,0.0002189401,0.0006128488],"category_scores_gemma":[0.0002723797,0.0001064401,0.0001351416,0.0009612017,0.0003580797,0.0001112037,0.00004340613,0.001877932,0.000006909096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001454023,"about_ca_system_score_gemma":0.00007807547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940227,"about_ca_topic_score_gemma":0.008009583,"domain_scores_codex":[0.9962421,0.001365011,0.0008601272,0.0002502464,0.0008584576,0.0004240774],"domain_scores_gemma":[0.9979773,0.0007382141,0.0004101007,0.0004321662,0.0003420122,0.0001002261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000336671,0.001483435,0.970769,0.00009583283,0.0000360483,0.00001729523,0.004124951,0.000003978556,0.00005607959,0.00762658,0.001803849,0.01364632],"study_design_scores_gemma":[0.001760696,0.000561586,0.9793383,0.00001809209,0.00002431077,0.0001684042,0.007584373,0.00004157012,5.730364e-7,0.006365965,0.004030577,0.0001055744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845531,0.003148856,0.0000699141,0.008167285,0.0007126521,0.0003236069,0.00003562353,0.00000373071,0.002985222],"genre_scores_gemma":[0.9987781,0.0003320433,0.0003955093,0.0001040175,0.0002729353,0.00001094283,0.00001149788,0.00001586378,0.00007909934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422498,"threshold_uncertainty_score":0.8979886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803311312","doi":"10.1016/j.jpsychires.2018.05.020","title":"Mapping risk factors for depression across the lifespan: An umbrella review of evidence from meta-analyses and Mendelian randomization studies","year":2018,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":313,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Institute for Health and Care Research","keywords":"Mendelian randomization; Meta-analysis; PsycINFO; Confidence interval; Depression (economics); Psychology; Random effects model; Clinical psychology; MEDLINE; Psychiatry; Medicine; Internal medicine; Genetic variants; Genetics; Biology","authors":[{"name":"Cristiano A. Köhler","is_ca":false},{"name":"Εvangelos Εvangelou","is_ca":false},{"name":"Brendon Stubbs","is_ca":false},{"name":"Marco Solmi","is_ca":false},{"name":"Nicola Veronese","is_ca":false},{"name":"Lazaros Belbasis","is_ca":false},{"name":"Beatrice Bortolato","is_ca":false},{"name":"Matias Carvalho Aguiar Melo","is_ca":false},{"name":"Camila A. Coelho","is_ca":false},{"name":"Brisa S. Fernandes","is_ca":false},{"name":"Mark Olfson","is_ca":false},{"name":"John P. A. Ioannidis","is_ca":false},{"name":"André F. Carvalho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7084396648742635,"gpt":0.6017376055817734,"spread":0.1067020592924901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02739611,0.0003935819,0.002677045,0.0002841898,0.0006835173,0.00006396727,0.0009903129,0.0001825643,0.0002802355],"category_scores_gemma":[0.007972689,0.0001761424,0.001041791,0.001147399,0.0005756404,0.0004026022,0.0004704364,0.001022615,0.00001561338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612008,"about_ca_system_score_gemma":0.0001580066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005226627,"about_ca_topic_score_gemma":0.00005851309,"domain_scores_codex":[0.9885633,0.006371714,0.002183556,0.0006907204,0.001685298,0.0005054179],"domain_scores_gemma":[0.9883873,0.00701638,0.003361535,0.0007228855,0.0002596079,0.0002522738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003023407,0.0002458098,0.005246722,0.0566665,0.009409764,0.000007523371,0.005106466,0.00004409394,0.00001820633,0.000001142815,0.01026958,0.9126818],"study_design_scores_gemma":[0.003113173,0.001758527,0.004012063,0.1293888,0.04784432,0.00006959202,0.005779934,0.0001918617,0.00007477676,0.001396416,0.8051705,0.00120005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00126531,0.9941223,0.002124462,0.0001789579,0.0001972104,0.002002275,0.00007857721,0.000003417615,0.00002750533],"genre_scores_gemma":[0.0002903432,0.9951388,0.00402326,0.00004772291,0.0003263162,0.00008077246,0.000006720046,0.00004103783,0.00004503299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9114818,"threshold_uncertainty_score":0.954463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2298299786","doi":"10.1016/j.jpsychires.2016.03.001","title":"Establishing moderators and biosignatures of antidepressant response in clinical care (EMBARC): Rationale and design","year":2016,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health; Valeant Pharmaceuticals International; University of Texas Southwestern Medical Center; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Communities Foundation of Texas","keywords":"Antidepressant; Psychology; Psychotherapist; Psychiatry; Clinical psychology; Medicine; Anxiety","authors":[{"name":"Madhukar H. Trivedi","is_ca":false},{"name":"Patrick J. McGrath","is_ca":false},{"name":"Maurizio Fava","is_ca":false},{"name":"Ramin V. Parsey","is_ca":false},{"name":"Benji T. Kurian","is_ca":false},{"name":"Mary L. Phillips","is_ca":false},{"name":"María A. Oquendo","is_ca":false},{"name":"Gerard E. Bruder","is_ca":false},{"name":"Diego A. Pizzagalli","is_ca":false},{"name":"Marisa Toups","is_ca":false},{"name":"Crystal Cooper","is_ca":false},{"name":"Phil Adams","is_ca":false},{"name":"Sarah Weyandt","is_ca":false},{"name":"David W. Morris","is_ca":false},{"name":"Bruce D. Grannemann","is_ca":false},{"name":"R. Todd Ogden","is_ca":false},{"name":"Randy L. Buckner","is_ca":false},{"name":"Melvin G. McInnis","is_ca":false},{"name":"Helena C. Kraemer","is_ca":false},{"name":"Eva Petkova","is_ca":false},{"name":"Thomas Carmody","is_ca":false},{"name":"Myrna M. Weissman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09689776522609105,"gpt":0.4371262528319356,"spread":0.3402284876058445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005833965,0.000102356,0.0003783519,0.001023269,0.00006973396,0.00003585903,0.0001236583,0.0001537643,0.00001529593],"category_scores_gemma":[0.003268388,0.00005780413,0.00007584093,0.0003812756,0.0001899685,0.000233596,0.00007574543,0.0005238302,6.667909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006468791,"about_ca_system_score_gemma":0.0005180253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001433344,"about_ca_topic_score_gemma":0.00000402441,"domain_scores_codex":[0.9965764,0.001319697,0.000758163,0.0002205546,0.0009013999,0.0002238139],"domain_scores_gemma":[0.9952973,0.003478153,0.0002506575,0.0002011619,0.000554655,0.0002181369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02005812,0.0003663846,0.9319896,0.000146766,0.00007500021,0.0002174961,0.0005790401,0.00001501898,0.01814394,0.00008362885,0.005883239,0.02244176],"study_design_scores_gemma":[0.007921982,0.003110954,0.983432,0.0006691529,0.0000496796,0.0001754393,0.0005301742,0.00006387207,0.00253657,0.001159264,0.0002740766,0.00007682148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793408,0.01574277,0.000564029,0.003752459,0.0001367605,0.000381503,0.000005665084,0.000003841616,0.00007216055],"genre_scores_gemma":[0.9849527,0.003422224,0.01134222,0.00002135137,0.0001837619,0.00000344539,4.086816e-7,0.00001476563,0.00005911433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0514424,"threshold_uncertainty_score":0.3912802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893201740","doi":"10.1016/j.jpsychires.2018.09.018","title":"Interventions for common mental health problems among university and college students: A systematic review and meta-analysis of randomized controlled trials","year":2018,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":259,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Mental Health Research Canada; Royal Ottawa Mental Health Centre","funders":"China Scholarship Council","keywords":"Psychological intervention; Meta-analysis; Anxiety; Randomized controlled trial; Clinical psychology; Psychology; Mindfulness; Mental health; Comorbidity; Psychiatry; Systematic review; Population; Depression (economics); Generalized anxiety disorder; MEDLINE; Medicine","authors":[{"name":"Junping Huang","is_ca":false},{"name":"Yeshambel T. Nigatu","is_ca":true},{"name":"Rachel Smail-Crevier","is_ca":true},{"name":"Xin Zhang","is_ca":false},{"name":"JianLi Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3579931745901374,"gpt":0.5690956027281077,"spread":0.2111024281379703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.09349839,0.0005918,0.04378821,0.007777798,0.0003924914,0.0001146914,0.0009901799,0.0003016,0.0004436641],"category_scores_gemma":[0.009216079,0.0003245683,0.01580175,0.005303106,0.0005325622,0.0001570318,0.0002196316,0.0007446799,0.000004119127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473718,"about_ca_system_score_gemma":0.000410327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008971533,"about_ca_topic_score_gemma":0.00006691865,"domain_scores_codex":[0.9575901,0.03188607,0.007853726,0.0006567866,0.001529434,0.0004838999],"domain_scores_gemma":[0.9623531,0.01850929,0.01568601,0.0005917422,0.002490317,0.0003695249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005811786,0.0009405196,0.0000553875,0.5269564,0.4521254,0.000002885164,0.0002132249,3.194859e-8,1.743101e-9,0.0001670193,0.01251648,0.001210854],"study_design_scores_gemma":[0.07776085,0.001010403,0.00001332945,0.05822701,0.8516681,0.00003819658,0.0006772741,0.000001207213,4.749445e-9,0.0002072645,0.01019481,0.0002016009],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001217188,0.9693493,0.0005361637,0.000496425,0.0003953046,0.02789446,0.001132579,0.000007346571,0.0001762926],"genre_scores_gemma":[0.0001156415,0.995842,0.0003990874,0.00003096057,0.0001102564,0.0009466656,0.00004519869,0.0000459726,0.002464263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4687294,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097956872","doi":"10.1016/j.jpsychires.2015.08.010","title":"Prevalence of postpartum depression among immigrant women: A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Monsanto (Canada); Women's College Hospital; University of Toronto","funders":"","keywords":"Postpartum depression; Medicine; Odds ratio; Demography; Meta-analysis; Confidence interval; PsycINFO; Postpartum period; Marital status; Social support; Cohort study; Depression (economics); Pregnancy; MEDLINE; Population; Psychology; Internal medicine; Environmental health","authors":[{"name":"Kobra Falah‐Hassani","is_ca":true},{"name":"Rahman Shiri","is_ca":false},{"name":"Simone N. Vigod","is_ca":true},{"name":"Cindy‐Lee Dennis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1530916554306886,"gpt":0.4660501698217227,"spread":0.3129585143910341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01352256,0.0004146417,0.01030321,0.001957673,0.00008894318,0.00003227912,0.0005829595,0.0002567857,0.0002728846],"category_scores_gemma":[0.0006018542,0.0002199868,0.002459723,0.00206332,0.0001417378,0.0001142346,0.0001654541,0.001515466,0.00001446373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445066,"about_ca_system_score_gemma":0.000833793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003780501,"about_ca_topic_score_gemma":0.000001536531,"domain_scores_codex":[0.9905037,0.002657373,0.003526051,0.000387382,0.002365389,0.000560083],"domain_scores_gemma":[0.9932552,0.0005961363,0.003284751,0.0008691234,0.001201413,0.0007934048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008530696,0.0001556888,0.0002942983,0.9621894,0.03638796,0.00007956816,0.0001080026,7.616258e-8,1.879793e-8,0.000004668862,0.0003374886,0.0003575271],"study_design_scores_gemma":[0.0002399491,0.0008258326,0.0001255424,0.3934969,0.6022353,0.0007942226,0.00003199067,9.596774e-7,3.033442e-7,0.00002853488,0.002082346,0.0001380772],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001527925,0.9959924,0.000004061225,0.0002329422,0.000127044,0.003315381,0.0000617985,0.000005237693,0.0001083117],"genre_scores_gemma":[0.0004183369,0.9967464,0.0002177676,0.00005550741,0.00009762068,0.0002357634,0.000004016086,0.00003805945,0.002186485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5686925,"threshold_uncertainty_score":0.8970801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002914019","doi":"10.1016/j.jpsychires.2013.09.014","title":"Patterns of tobacco-related mortality among individuals diagnosed with schizophrenia, bipolar disorder, or depression","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto; Western University; Centre for Addiction and Mental Health; University of Northern British Columbia","funders":"","keywords":"Bipolar disorder; Schizophrenia (object-oriented programming); Medicine; Psychiatry; Depression (economics); Population; Death certificate; Epidemiology; Disease; Cause of death; Environmental health; Internal medicine; Mood","authors":[{"name":"Russell C. Callaghan","is_ca":true},{"name":"Scott Veldhuizen","is_ca":true},{"name":"Trincy Jeysingh","is_ca":true},{"name":"Chloe Orlan","is_ca":true},{"name":"Candida Graham","is_ca":true},{"name":"Gwen Kakouris","is_ca":true},{"name":"Gary Remington","is_ca":true},{"name":"Jodi M. Gatley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04703807425280784,"gpt":0.3738179536430905,"spread":0.3267798793902826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017361,0.000147614,0.0004262101,0.0008799937,0.0001277311,0.0000570484,0.0002820819,0.0001879143,0.0009810068],"category_scores_gemma":[0.0002857875,0.0000861177,0.0001440707,0.001116775,0.00009659576,0.0002988973,0.00005521708,0.001062121,0.000006803054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006791928,"about_ca_system_score_gemma":0.0003785981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957446,"about_ca_topic_score_gemma":0.0001106838,"domain_scores_codex":[0.9963169,0.0003100749,0.0008173554,0.00020183,0.002008113,0.000345765],"domain_scores_gemma":[0.9975745,0.0002500016,0.0005629511,0.0003891752,0.0009572244,0.000266134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003590923,0.0005719772,0.9815323,0.00008878794,0.0001405764,0.00004580824,0.0002588211,0.000008234881,0.0002231001,0.000008075023,0.001040819,0.01572235],"study_design_scores_gemma":[0.004430336,0.001322384,0.9922737,0.0003633599,0.0002040801,0.00007724592,0.0006165973,0.00001061401,0.000384394,0.0001199575,0.0001001536,0.00009710199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997746,0.0009165868,0.0001017366,0.0003290854,0.0002134286,0.0005817692,0.000007523377,0.00001187633,0.00009202999],"genre_scores_gemma":[0.9985611,0.0006687211,0.0003470172,0.00001221564,0.0001947112,0.000020759,0.000009458575,0.00002845466,0.0001575258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562525,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167602908","doi":"10.1016/j.jpsychires.2012.08.003","title":"Alpha power, alpha asymmetry and anterior cingulate cortex activity in depressed males and females","year":2012,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":247,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Hypoactivity; Psychology; Anterior cingulate cortex; Major depressive disorder; Neuroscience; Cingulate cortex; Alpha (finance); Posterior parietal cortex; Internal medicine; Developmental psychology; Medicine; Central nervous system; Amygdala; Cognition","authors":[{"name":"Natalia Jaworska","is_ca":true},{"name":"Pierre Blier","is_ca":true},{"name":"Wendy Fusee","is_ca":true},{"name":"Verner Knott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08085700454238959,"gpt":0.4370160107524812,"spread":0.3561590062100916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003717797,0.000325013,0.0006209188,0.002923558,0.0002529256,0.0001453188,0.0003970037,0.0002866793,0.0003257225],"category_scores_gemma":[0.000770842,0.0002655183,0.0001334261,0.002182698,0.0003448373,0.0006309717,0.0002074062,0.001195708,0.00004063846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000987537,"about_ca_system_score_gemma":0.0001185025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001406393,"about_ca_topic_score_gemma":0.0000240938,"domain_scores_codex":[0.9958292,0.0009475864,0.0007408058,0.0005153589,0.0009470274,0.001020018],"domain_scores_gemma":[0.9967971,0.001185821,0.000562849,0.0003701824,0.0005369063,0.0005471021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001014799,0.00113323,0.881891,0.0000997181,0.0001892408,0.00006731522,0.001024241,1.612179e-7,0.001051756,0.0001190017,0.002968079,0.1104415],"study_design_scores_gemma":[0.003188302,0.0006992793,0.9863875,0.000123604,0.00005951124,0.0004905656,0.001520995,0.000006106391,0.0001907536,0.0007817262,0.006308129,0.0002435463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891712,0.1030636,0.0002643914,0.0006021899,0.001648588,0.0003401641,0.00001355747,0.00001565756,0.004880671],"genre_scores_gemma":[0.9614548,0.03610742,0.001111969,0.00006377756,0.0007638268,0.00001949725,9.807445e-7,0.00005419771,0.0004235254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101979,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123029559","doi":"10.1016/j.jpsychires.2009.01.009","title":"Relationship of anxiety disorders, sleep quality, and functional impairment in a community sample","year":2009,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":246,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Pittsburgh Sleep Quality Index; Mood disorders; Generalized anxiety disorder; Psychiatry; Anxiety disorder; Psychology; Mood; Clinical psychology; Insomnia; Prevalence of mental disorders; Sleep disorder; Specific phobia; Comorbidity; Medicine; Sleep quality","authors":[{"name":"Holly J. Ramsawh","is_ca":false},{"name":"Murray B. Stein","is_ca":false},{"name":"Shay‐Lee Belik","is_ca":true},{"name":"Frank Jacobi","is_ca":false},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09965525838339503,"gpt":0.431555994682939,"spread":0.331900736299544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006442461,0.000102233,0.0002520616,0.001005796,0.0002252952,0.00001990284,0.0002421687,0.000190876,0.0002689311],"category_scores_gemma":[0.0004851709,0.00008469011,0.0001329163,0.001268725,0.0001538473,0.00009534133,0.00004255645,0.001962544,0.00000865117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006709074,"about_ca_system_score_gemma":0.000107134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066858,"about_ca_topic_score_gemma":0.0002346626,"domain_scores_codex":[0.9960799,0.001964859,0.0008284434,0.0001289341,0.0006750242,0.0003228281],"domain_scores_gemma":[0.9976041,0.001442732,0.0003014103,0.000287182,0.0002337083,0.0001308698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009358037,0.002281227,0.9539227,0.00002836682,0.0001004989,0.000001894098,0.002840375,0.0001092414,0.00002096511,0.01293579,0.007880683,0.0189424],"study_design_scores_gemma":[0.00301392,0.001171208,0.9088725,0.00001607158,0.00002387529,0.0000265566,0.004436835,0.00001827115,9.554304e-7,0.08165697,0.0006877654,0.00007509836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810206,0.00421818,0.0005643667,0.005673275,0.0004166782,0.0002144053,0.000005708593,0.000005810733,0.007880992],"genre_scores_gemma":[0.9982563,0.0007591993,0.0007222046,0.00007094158,0.00009901264,0.000003033923,0.000003825109,0.000008466184,0.00007699919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06872118,"threshold_uncertainty_score":0.8526387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113064385","doi":"10.1016/s0022-3956(03)00052-9","title":"Early age at onset as a risk factor for poor outcome of bipolar disorder","year":2003,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":243,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Comorbidity; Suicidal ideation; Age of onset; Psychology; Bipolar disorder; Depression (economics); Anxiety; Internal medicine; Substance abuse; Logistic regression; Suicide attempt; Psychiatry; Medicine; Poison control; Injury prevention; Disease; Mood","authors":[{"name":"Tasha D Cate Carter","is_ca":true},{"name":"Emanuela Mundo","is_ca":true},{"name":"Sagar V. Parikh","is_ca":true},{"name":"James L. Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06391410883608985,"gpt":0.4092033319136562,"spread":0.3452892230775663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001583867,0.0001644784,0.0005244996,0.0007851272,0.0001957354,0.00002394891,0.0001941135,0.0001371599,0.0004829446],"category_scores_gemma":[0.0009048068,0.0001123995,0.000503832,0.000682006,0.000101453,0.00006758625,0.00003420163,0.0006720404,0.00005345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511669,"about_ca_system_score_gemma":0.0003445889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002998062,"about_ca_topic_score_gemma":0.0001625389,"domain_scores_codex":[0.9971228,0.0003378514,0.0007726849,0.0001981723,0.001101909,0.0004665384],"domain_scores_gemma":[0.9979851,0.0004194272,0.0003621187,0.0003279944,0.0005755309,0.0003297833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028783,0.0009364836,0.9864691,0.000152757,0.0003698097,0.00002517611,0.0003627015,7.570873e-7,0.0001878172,0.0002612215,0.001540799,0.008664625],"study_design_scores_gemma":[0.007177954,0.005547687,0.8885766,0.00003521901,0.0002971539,0.0002339714,0.0002160287,0.000004038173,0.0003836076,0.002368272,0.09503921,0.0001202756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965434,0.03115016,0.0003036649,0.001072224,0.0003023135,0.000697026,0.0001153646,0.000006216477,0.0009190759],"genre_scores_gemma":[0.990733,0.002299791,0.004247365,0.00002862806,0.0001341464,0.00001204256,0.000002973432,0.00003756677,0.002504538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09789249,"threshold_uncertainty_score":0.5287905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973269156","doi":"10.1016/j.jpsychires.2013.03.022","title":"Repetitive transcranial magnetic stimulation (rTMS) for obsessive–compulsive disorder (OCD): An exploratory meta-analysis of randomized and sham-controlled trials","year":2013,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":215,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Douglas Mental Health University Institute","funders":"","keywords":"Transcranial magnetic stimulation; Meta-analysis; PsycINFO; Randomized controlled trial; Psychology; Obsessive compulsive; Orbitofrontal cortex; Clinical psychology; Psychiatry; Medicine; MEDLINE; Internal medicine; Stimulation; Prefrontal cortex; Cognition; Neuroscience","authors":[{"name":"Marcelo T. Berlim","is_ca":true},{"name":"Nicholas H. Neufeld","is_ca":true},{"name":"Frédérique Van den Eynde","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4701357036746853,"gpt":0.5158156811346883,"spread":0.04567997746000307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02623628,0.0007833046,0.02493651,0.00560923,0.000375945,0.0002631531,0.0008679864,0.000420405,0.0009238833],"category_scores_gemma":[0.02289566,0.0004580689,0.01357714,0.003206392,0.0007473653,0.0004197409,0.00007013013,0.001024435,0.000005987075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007704952,"about_ca_system_score_gemma":0.0007062298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004021986,"about_ca_topic_score_gemma":0.00002424247,"domain_scores_codex":[0.9661211,0.02220568,0.007482344,0.000952896,0.002626556,0.000611463],"domain_scores_gemma":[0.9267982,0.06376286,0.005806005,0.0006135034,0.002691783,0.0003276547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1712074,0.00287051,0.00001672807,0.01474497,0.2957,0.0000535519,0.005742267,0.002276374,0.0004347243,0.004075202,0.000655712,0.5022227],"study_design_scores_gemma":[0.1785172,0.002975757,0.00003727242,0.000386734,0.8034676,0.00002144662,0.0004414184,0.002467175,0.000003197039,0.002760566,0.008286344,0.0006352963],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000581582,0.9791271,0.007192569,0.000311979,0.0005121439,0.01179918,0.0003340312,0.00001512061,0.0001262793],"genre_scores_gemma":[0.005912968,0.9886279,0.003181093,0.00002539268,0.0005615954,0.00137392,0.00001551093,0.00008979621,0.0002118317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5077676,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103636917","doi":"10.1016/j.jpsychires.2013.08.003","title":"Incentive motivation deficits in schizophrenia reflect effort computation impairments during cost-benefit decision-making","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"Centre for Addiction and Mental Health","keywords":"Psychology; Impulsivity; Neurocognitive; Schizophrenia (object-oriented programming); Incentive; Cognitive psychology; Amotivation; Cognition; Clinical psychology; Psychiatry; Intrinsic motivation; Social psychology","authors":[{"name":"Gagan Fervaha","is_ca":true},{"name":"Ariel Graff‐Guerrero","is_ca":true},{"name":"Konstantine K. Zakzanis","is_ca":true},{"name":"George Foussias","is_ca":true},{"name":"Ofer Agid","is_ca":true},{"name":"Gary Remington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04066269925318199,"gpt":0.396521820951025,"spread":0.355859121697843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615222,0.0001917387,0.0004310807,0.002669823,0.0002410533,0.0001412593,0.0002421966,0.0001267018,0.0001772756],"category_scores_gemma":[0.0008171785,0.0001455628,0.0001863582,0.002222795,0.00006316224,0.0005039673,0.0001084727,0.001138896,0.0001368997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091814,"about_ca_system_score_gemma":0.0006402606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195767,"about_ca_topic_score_gemma":0.00006644434,"domain_scores_codex":[0.9956627,0.0001971507,0.0009458977,0.0003095508,0.002190979,0.000693753],"domain_scores_gemma":[0.9969319,0.0007003026,0.0003201557,0.0002392254,0.001445921,0.0003624953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03021566,0.001594887,0.7477247,0.0002177398,0.0002823084,0.000701403,0.0003328717,0.0008879905,0.001198093,0.0002444194,0.001397074,0.2152029],"study_design_scores_gemma":[0.01053808,0.001524038,0.9706259,0.0006989781,0.0000265542,0.0003091862,0.0002578521,0.001095656,0.0001942335,0.01461237,0.000008346293,0.0001088541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956035,0.0008724168,0.0005277484,0.000860496,0.0002346502,0.001466725,0.000002136408,0.00001314505,0.0004191651],"genre_scores_gemma":[0.9800524,0.0003661569,0.0190914,0.00001980395,0.0003355492,0.000052482,0.000005571253,0.00003081002,0.00004583832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229012,"threshold_uncertainty_score":0.5935879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033769262","doi":"10.1016/j.jpsychires.2012.09.025","title":"Clinical utility of transcranial direct current stimulation (tDCS) for treating major depression: A systematic review and meta-analysis of randomized, double-blind and sham-controlled trials","year":2012,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Transcranial direct-current stimulation; Randomized controlled trial; Meta-analysis; Medicine; PsycINFO; Depression (economics); Strictly standardized mean difference; Internal medicine; MEDLINE; Odds ratio; Physical therapy; Psychiatry; Stimulation","authors":[{"name":"Marcelo T. Berlim","is_ca":true},{"name":"Frédérique Van den Eynde","is_ca":true},{"name":"Zafiris J. Daskalakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6176699622053542,"gpt":0.5828681496792703,"spread":0.03480181252608394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.09020869,0.0005711761,0.04137737,0.002296349,0.0002129763,0.00007908955,0.0005366692,0.0003051861,0.0001943359],"category_scores_gemma":[0.03143116,0.0002916036,0.01372772,0.002588881,0.0004660668,0.0001681485,0.00007244583,0.0008668983,6.712597e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002733817,"about_ca_system_score_gemma":0.000342132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001359791,"about_ca_topic_score_gemma":0.000004862586,"domain_scores_codex":[0.9599393,0.02312013,0.0137008,0.0006720445,0.002144602,0.0004231069],"domain_scores_gemma":[0.9045668,0.08357597,0.009720342,0.000543638,0.001331977,0.0002612281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1011047,0.0007498307,0.00003619271,0.7688559,0.1026189,0.000001519417,0.0001587813,0.000007553479,0.000003381819,0.00009629043,0.00004792384,0.02631899],"study_design_scores_gemma":[0.1450016,0.0003040942,0.00002046661,0.01139821,0.8424187,0.00001364192,0.000008840967,0.0002831237,5.735445e-7,0.00007901486,0.0002878777,0.0001839232],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009685143,0.9788268,0.00144083,0.0001270015,0.0002811281,0.01892337,0.0002017216,0.000006177064,0.00009611285],"genre_scores_gemma":[0.01668613,0.9813246,0.0008318278,0.000007772474,0.0002528462,0.0008184712,0.000003902308,0.00003502081,0.00003942066],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7574577,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070374356","doi":"10.1016/j.jpsychires.2010.11.014","title":"Longitudinal relationships of religious worship attendance and spirituality with major depression, anxiety disorders, and suicidal ideation and attempts: Findings from the Baltimore epidemiologic catchment area study","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Dalhousie University","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Health Canada; Nova Scotia Health Research Foundation; Foundation for the National Institutes of Health","keywords":"Worship; Suicidal ideation; Anxiety; Psychology; Depression (economics); Spirituality; Clinical psychology; Psychiatry; Attendance; Suicide prevention; Longitudinal study; Ideation; Poison control; Psychotherapist; Medicine; Medical emergency; Theology","authors":[{"name":"Daniel Rasic","is_ca":true},{"name":"Jennifer A. Robinson","is_ca":true},{"name":"James M. Bolton","is_ca":true},{"name":"O. Joseph Bienvenu","is_ca":false},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1643996146501649,"gpt":0.410495862195964,"spread":0.2460962475457991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299705,0.0001529222,0.0003809016,0.000201229,0.0009501043,0.00006623047,0.0003479553,0.00016738,0.00002277708],"category_scores_gemma":[0.001184397,0.00009263706,0.0000575105,0.0006265371,0.0009875307,0.0001970338,0.00008603518,0.0008495389,0.000001031293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004826794,"about_ca_system_score_gemma":0.0001507003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0248093,"about_ca_topic_score_gemma":0.02694049,"domain_scores_codex":[0.9947685,0.00293288,0.0007383988,0.0003816765,0.0008114057,0.0003671528],"domain_scores_gemma":[0.996604,0.002017445,0.0004842304,0.0002786097,0.0003978107,0.0002179636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004726722,0.0002036681,0.9713773,0.00001839598,0.00006166868,0.000003954033,0.02050008,0.000001108597,0.000004337147,0.0005937423,0.00605338,0.0007096502],"study_design_scores_gemma":[0.0009543964,0.000601222,0.9468433,0.00004721935,0.0000663821,0.00001847753,0.01660372,0.000002952303,0.000001720998,0.03461324,0.0001479406,0.00009947301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779087,0.0115867,0.0002333083,0.009022369,0.0001656373,0.0005513792,0.000007863074,0.000007187908,0.0005168017],"genre_scores_gemma":[0.9928687,0.005703647,0.001091977,0.00008189854,0.0002089995,0.00001128563,0.000001538473,0.000009059185,0.00002290091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0340195,"threshold_uncertainty_score":0.9908153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168676931","doi":"10.1016/j.jpsychires.2008.10.014","title":"The role of trauma-related distractors on neural systems for working memory and emotion processing in posttraumatic stress disorder","year":2008,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":200,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Mental Health","keywords":"Working memory; Psychology; Hypervigilance; Prefrontal cortex; Amygdala; Distraction; Medial frontal gyrus; Cognition; Cognitive psychology; Neuroscience; Audiology; Medicine","authors":[{"name":"Rajendra A. Morey","is_ca":false},{"name":"Florin Dolcos","is_ca":true},{"name":"Christopher Petty","is_ca":false},{"name":"Debra A. Cooper","is_ca":false},{"name":"Jasmeet P. Hayes","is_ca":false},{"name":"Kevin S. LaBar","is_ca":false},{"name":"Gregory McCarthy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09588719613396036,"gpt":0.4043237260157574,"spread":0.3084365298817971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003472902,0.0001945321,0.0004539926,0.0009989033,0.0005016525,0.0001093393,0.0006310589,0.0001787229,0.00002439005],"category_scores_gemma":[0.0004556681,0.0001327824,0.0001491815,0.001173097,0.0004033026,0.0001454048,0.00004519231,0.001219467,0.000003542368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021462,"about_ca_system_score_gemma":0.0001728434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004578243,"about_ca_topic_score_gemma":0.00008333884,"domain_scores_codex":[0.9953147,0.0009958094,0.001341296,0.0002818793,0.001329441,0.0007368925],"domain_scores_gemma":[0.996695,0.001716974,0.0006443879,0.0003417635,0.0004392417,0.0001626484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003346739,0.003292982,0.500405,0.001008487,0.0002977991,0.00008600325,0.02339793,0.001446464,0.0001619015,0.004403556,0.0009068922,0.4612462],"study_design_scores_gemma":[0.006179499,0.003397018,0.9149904,0.001083004,0.00005527304,0.0005206739,0.05829256,0.009740995,0.00006722715,0.004912524,0.0004149096,0.0003459055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629394,0.03159701,0.00004860759,0.0006044794,0.0005089117,0.0009957319,0.000009007888,0.000008240972,0.003288563],"genre_scores_gemma":[0.9988427,0.0006723665,0.00007017283,0.000003211019,0.0001480917,0.00005132615,0.000002572462,0.00004059529,0.0001689251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609003,"threshold_uncertainty_score":0.5414709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002844435","doi":"10.1016/j.jpsychires.2011.09.022","title":"The role of BDNF in the pathophysiology and treatment of schizophrenia","year":2011,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":198,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Brain-derived neurotrophic factor; Neuroscience; Pathophysiology; Neurotrophic factors; Psychology; Synaptic plasticity; Neuroplasticity; Medicine; Psychiatry; Internal medicine; Receptor","authors":[{"name":"Gabriela Favalli","is_ca":true},{"name":"Jennifer Li","is_ca":true},{"name":"Paulo Belmonte‐de‐Abreu","is_ca":true},{"name":"Albert H.C. Wong","is_ca":true},{"name":"Zafiris Jeffrey Daskalakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1626718951169194,"gpt":0.4339328515759781,"spread":0.2712609564590586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053762,0.0001373666,0.0006666451,0.0004916252,0.0001645823,0.00002527066,0.0006560687,0.0001315668,0.000006998248],"category_scores_gemma":[0.00023843,0.0000535502,0.0003006055,0.0008552984,0.0003091564,0.00004556092,0.00004652237,0.0005549869,0.000002955375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003471275,"about_ca_system_score_gemma":0.0004261166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000256504,"about_ca_topic_score_gemma":0.0000130422,"domain_scores_codex":[0.9955179,0.002733676,0.0008890458,0.0001672635,0.000474115,0.0002180024],"domain_scores_gemma":[0.997247,0.001446362,0.0008082496,0.0003283806,0.0001270738,0.00004293216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001779688,0.00023926,0.00001681871,0.00036609,0.00001855111,0.000008475371,0.0001635942,3.769049e-7,0.0007377114,0.005610249,0.0001724243,0.9924885],"study_design_scores_gemma":[0.0008893134,0.00586273,0.0001811334,0.0009312244,0.0002042383,0.0002839352,0.0002125616,0.000008193123,0.001416611,0.02337506,0.9664843,0.0001506851],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009653395,0.9891073,7.318211e-7,0.0001169644,0.0002695613,0.0003987166,0.000008374374,6.560048e-7,0.0004442653],"genre_scores_gemma":[0.005579826,0.9938593,0.00006590585,0.00000344449,0.0003976208,0.00001499225,3.786335e-7,0.0000100199,0.00006850367],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9923378,"threshold_uncertainty_score":0.2411173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2081306572","doi":"10.1016/j.jpsychires.2013.06.008","title":"Effects of doxycycline on depressive-like behavior in mice after lipopolysaccharide (LPS) administration","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":196,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Doxycycline; Pharmacology; Behavioural despair test; Lipid peroxidation; Oxidative stress; Lipopolysaccharide; Imipramine; Minocycline; Antidepressant; Chemistry; Hippocampus; Medicine; Endocrinology; Biochemistry; Antibiotics","authors":[{"name":"Bruna Stefânia Ferreira Mello","is_ca":false},{"name":"Aline Santos Monte","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Joanna K. Soczynska","is_ca":true},{"name":"Charllyany Sabino Custódio","is_ca":false},{"name":"R.C. Cordeiro","is_ca":false},{"name":"João Henrique Chaves","is_ca":false},{"name":"Silvânia Maria Mendes Vasconcelos","is_ca":false},{"name":"Hélio Vitoriano Nobre Júnior","is_ca":false},{"name":"Francisca Cléa Florenço de Sousa","is_ca":false},{"name":"Thomas Hyphantis","is_ca":false},{"name":"André F. Carvalho","is_ca":false},{"name":"Danielle S. Macêdo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03016548908377943,"gpt":0.3531656019436941,"spread":0.3230001128599147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006399641,0.0001252594,0.0002389122,0.001000843,0.00006158418,0.00007063428,0.0004855477,0.0001039881,0.000162555],"category_scores_gemma":[0.0009440396,0.00009792115,0.0001372631,0.0007819827,0.0001256034,0.0002656696,0.00005089847,0.0007625517,0.00007121021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004895296,"about_ca_system_score_gemma":0.0001945542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006834386,"about_ca_topic_score_gemma":0.00002259919,"domain_scores_codex":[0.9971573,0.0005104487,0.0006285847,0.0002471717,0.0010811,0.0003753708],"domain_scores_gemma":[0.9981421,0.001000246,0.0003047995,0.0001947496,0.0001950583,0.0001630643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001321223,0.002138608,0.01761891,0.000179257,0.000008686702,0.0002701496,0.0002322775,0.00001315179,0.9632158,0.0002746567,0.004352598,0.01037463],"study_design_scores_gemma":[0.00283662,0.002760772,0.4275208,0.000131915,0.00001784737,0.00007434953,0.0001416399,0.00005509707,0.5645056,0.001594858,0.0001805642,0.000179884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971227,0.000430852,0.00002750885,0.0009725012,0.0004862753,0.0005351088,0.00000203268,0.000005392027,0.0004176425],"genre_scores_gemma":[0.9987835,0.0002703448,0.0002763427,0.0001829609,0.00020687,0.00005454857,1.812769e-7,0.00001699748,0.0002082984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4099019,"threshold_uncertainty_score":0.3993109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092068573","doi":"10.1016/j.jpsychires.2013.09.009","title":"Resting state EEG power and coherence abnormalities in bipolar disorder and schizophrenia","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":195,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Electroencephalography; Coherence (philosophical gambling strategy); Schizophrenia (object-oriented programming); Resting state fMRI; Neuroscience; Psychology; Audiology; Beta Rhythm; Electrophysiology; Alpha (finance); Bipolar disorder; Psychiatry; Medicine; Developmental psychology; Physics; Cognition; Psychometrics","authors":[{"name":"Julia W. Y. Kam","is_ca":true},{"name":"Amanda R. Bolbecker","is_ca":false},{"name":"Brian F. O’Donnell","is_ca":false},{"name":"William P. Hetrick","is_ca":false},{"name":"Colleen A. Brenner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03498447790495608,"gpt":0.3200294892928264,"spread":0.2850450113878703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00128236,0.00008857737,0.0001485111,0.0006076102,0.0001880596,0.0002369479,0.0001764352,0.00003993887,0.00004674381],"category_scores_gemma":[0.0007602916,0.00006584725,0.00002664923,0.0007078066,0.0001693351,0.0004525878,0.000100579,0.000708231,0.000008923187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325853,"about_ca_system_score_gemma":0.00007832218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279893,"about_ca_topic_score_gemma":0.00005284174,"domain_scores_codex":[0.9981878,0.0003566812,0.0003769959,0.0001938246,0.000556045,0.0003286884],"domain_scores_gemma":[0.9988636,0.000583338,0.0001470648,0.0001071277,0.0001632802,0.0001355951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008405601,0.0003038098,0.7168688,0.0002334298,0.00001598552,0.0001575284,0.001277409,0.0001362411,0.1486378,0.004560796,0.004104047,0.1228636],"study_design_scores_gemma":[0.002193921,0.001464783,0.952086,0.0001075253,0.000005530561,0.0004541591,0.0006677725,0.003214805,0.000612802,0.03605282,0.002883325,0.0002565091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952452,0.002012658,0.00002728611,0.001945242,0.0002261906,0.000179257,0.000002182399,0.000004891213,0.0003571368],"genre_scores_gemma":[0.9975387,0.001560281,0.0004151865,0.00007127851,0.00005123274,0.00000391518,8.144338e-8,0.00001033491,0.0003490173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2352172,"threshold_uncertainty_score":0.3076951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090567751","doi":"10.1016/j.jpsychires.2007.10.013","title":"Cerebral white matter deficiencies in pedophilic men","year":2007,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":191,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Centre for Addiction and Mental Health","keywords":"Pedophilia; Psychology; White matter; Disconnection; Fasciculus; Grey matter; Arcuate fasciculus; Audiology; Poison control; Neuroscience; Magnetic resonance imaging; Injury prevention; Medicine; Tractography; Fractional anisotropy","authors":[{"name":"James M. Cantor","is_ca":true},{"name":"Noor Jehan Kabani","is_ca":true},{"name":"Bruce K. Christensen","is_ca":true},{"name":"Robert B. Zipursky","is_ca":true},{"name":"Howard E. Barbaree","is_ca":true},{"name":"Robert Dickey","is_ca":true},{"name":"Philip E. Klassen","is_ca":true},{"name":"David J. Mikulis","is_ca":true},{"name":"Michael E. Kuban","is_ca":true},{"name":"Thomas Blak","is_ca":true},{"name":"Blake A. Richards","is_ca":true},{"name":"M. Katherine Hanratty","is_ca":true},{"name":"Ray Blanchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06852123877437863,"gpt":0.4220825200676683,"spread":0.3535612812932897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01243131,0.0003235401,0.0005933281,0.004151729,0.0002276171,0.0001161882,0.001320332,0.0003004298,0.00236111],"category_scores_gemma":[0.0001675387,0.0002761232,0.000297,0.003653303,0.000315832,0.0002867077,0.0001379062,0.002283734,0.001246389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606117,"about_ca_system_score_gemma":0.0002729248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001600682,"about_ca_topic_score_gemma":0.0001460384,"domain_scores_codex":[0.9932335,0.0006853102,0.001797878,0.0005551932,0.00195048,0.001777649],"domain_scores_gemma":[0.9970477,0.0005993352,0.0006272764,0.0007656673,0.000486547,0.0004735227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006893886,0.0004816054,0.5304944,0.00002795427,0.00004686966,0.0002028041,0.002756053,0.000008584628,0.0001025386,0.002140711,0.4609399,0.002109234],"study_design_scores_gemma":[0.002909721,0.001160824,0.9604357,0.0000660912,0.00002473867,0.0009877601,0.01161932,0.00001073358,0.00001727695,0.005585491,0.01684614,0.000336174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6777626,0.002926848,0.0003802413,0.004066621,0.04256891,0.0003501075,0.000004802041,0.00002064029,0.2719193],"genre_scores_gemma":[0.9883326,0.00004811512,0.002273122,0.0003084004,0.00535862,0.000007712497,0.000001504595,0.00007371236,0.003596255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4440938,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312185171","doi":"10.1016/j.jpsychires.2016.03.016","title":"Combining clinical variables to optimize prediction of antidepressant treatment outcomes","year":2016,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Alberta","funders":"European Commission; King's College London; National Institute for Health and Care Research; European Federation of Pharmaceutical Industries and Associations; South London and Maudsley NHS Foundation Trust","keywords":"Escitalopram; Citalopram; Major depressive disorder; Psychology; Nortriptyline; Antidepressant; Mood; Agomelatine; Depression (economics); Anxiety; Clinical psychology; Psychiatry; Internal medicine; Medicine","authors":[{"name":"Raquel Iniesta","is_ca":false},{"name":"Karim Malki","is_ca":false},{"name":"Wolfgang Maier","is_ca":false},{"name":"Marcella Rietschel","is_ca":false},{"name":"Ole Mors","is_ca":false},{"name":"Joanna Hauser","is_ca":false},{"name":"Neven Henigsberg","is_ca":false},{"name":"Mojca Zvezdana Dernovšek","is_ca":false},{"name":"Daniel Souery","is_ca":false},{"name":"Daniel Ståhl","is_ca":false},{"name":"Richard Dobson","is_ca":false},{"name":"Katherine J. Aitchison","is_ca":true},{"name":"Anne Farmer","is_ca":false},{"name":"Cathryn M. Lewis","is_ca":false},{"name":"Peter McGuffin","is_ca":false},{"name":"Rudolf Uher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1737910397926587,"gpt":0.4766946624375035,"spread":0.3029036226448447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003081379,0.0001606338,0.0007666333,0.0009091521,0.00008630553,0.00001804755,0.0002326562,0.000145411,0.0001566597],"category_scores_gemma":[0.001220118,0.00007805487,0.0003863356,0.0004991011,0.0001048425,0.0001250258,0.00008196076,0.0003139637,0.00002891964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159638,"about_ca_system_score_gemma":0.0004482217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004054649,"about_ca_topic_score_gemma":0.000001573768,"domain_scores_codex":[0.9961485,0.0004747376,0.00133174,0.0002634313,0.001413372,0.0003681677],"domain_scores_gemma":[0.9964089,0.001463889,0.0004449539,0.0004878321,0.0007436578,0.0004507497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002080329,0.002096394,0.9527374,0.00003440658,0.000452491,0.0000795266,0.00006624943,0.00001905534,0.002574793,0.0001020427,0.01184201,0.02791529],"study_design_scores_gemma":[0.01421512,0.01315149,0.9660193,0.0005416695,0.0003010117,0.0001590589,0.0001048683,0.00002854574,0.001482908,0.0003942802,0.003523776,0.00007802151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844031,0.0007925745,0.001893295,0.008947842,0.00110058,0.000601573,0.00002347956,0.00001938101,0.002218113],"genre_scores_gemma":[0.9691474,0.002128126,0.02668252,0.00003186223,0.00056396,0.0000106706,0.00000134987,0.00002796951,0.001406128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783727,"threshold_uncertainty_score":0.3182985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080499615","doi":"10.1016/j.jpsychires.2003.10.001","title":"Maternal exposure to bacterial endotoxin during pregnancy enhances amphetamine-induced locomotion and startle responses in adult rat offspring","year":2003,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; National Alliance for Research on Schizophrenia and Depression; McGill University","keywords":"Offspring; Prepulse inhibition; Amphetamine; Pregnancy; Gestation; Endocrinology; Saline; Startle response; Internal medicine; Lipopolysaccharide; Fetus; Physiology; Startle reaction; Medicine; Schizophrenia (object-oriented programming); Biology; Reflex; Dopamine; Psychiatry","authors":[{"name":"Marie‐Ève Fortier","is_ca":true},{"name":"Ridha Joober","is_ca":true},{"name":"Giamal N. Luheshi","is_ca":true},{"name":"Patricia Boksa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05426072526195688,"gpt":0.3903333062972938,"spread":0.3360725810353369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007391867,0.0001532147,0.0002789443,0.001216591,0.000120623,0.000105196,0.0002219836,0.00006491607,0.0005220726],"category_scores_gemma":[0.0002492857,0.0001328098,0.00007868962,0.000694721,0.00003632928,0.0001835591,0.0000456482,0.0005457555,0.00003490383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008137526,"about_ca_system_score_gemma":0.0001024072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005285112,"about_ca_topic_score_gemma":0.00009247036,"domain_scores_codex":[0.9966748,0.001156963,0.0007315003,0.0002896224,0.0006481565,0.0004989573],"domain_scores_gemma":[0.9988567,0.0001532152,0.0002194531,0.0002434436,0.0003069063,0.0002202312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002120758,0.000454491,0.2813381,0.00008561303,0.00002635511,0.0007309276,0.0007947725,0.000006702362,0.7070912,0.0003937414,0.0005470904,0.006410252],"study_design_scores_gemma":[0.004848486,0.001663115,0.7929958,0.000249618,0.00001669553,0.001248993,0.0006534726,0.000001261299,0.1970163,0.0001206744,0.0009879243,0.0001976053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965858,0.0002911216,0.00002071771,0.0009734386,0.001362782,0.0004082721,0.000002358164,0.000009566978,0.0003459789],"genre_scores_gemma":[0.9963921,0.0000803999,0.000680391,0.000009830555,0.0003318398,0.00002586627,3.237767e-7,0.0000245174,0.002454689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5116577,"threshold_uncertainty_score":0.5716329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005583995","doi":"10.1016/j.jpsychires.2010.01.003","title":"A population-based longitudinal study of risk factors for suicide attempts in major depressive disorder","year":2010,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Major depressive disorder; Psychiatry; Comorbidity; Suicide attempt; National Comorbidity Survey; Major depressive episode; Alcohol use disorder; Poison control; Borderline personality disorder; Longitudinal study; Psychology; Odds ratio; Suicide prevention; Population; Depression (economics); Clinical psychology; Anxiety disorder; Personality disorders; Anxiety; Medicine; Personality; Internal medicine; Mood; Medical emergency; Alcohol","authors":[{"name":"James M. Bolton","is_ca":true},{"name":"Jina Pagura","is_ca":true},{"name":"Murray W. Enns","is_ca":true},{"name":"Bridget F. Grant","is_ca":false},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09213171892339124,"gpt":0.4456490916231177,"spread":0.3535173726997265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591566,0.0001806333,0.000554584,0.00155144,0.0002576486,0.00003215209,0.0005032772,0.0001432143,0.0002980836],"category_scores_gemma":[0.001346699,0.0001352219,0.0002320573,0.001077075,0.00006940285,0.00009400141,0.00005146031,0.001271907,0.000007125859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449392,"about_ca_system_score_gemma":0.0001335423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089349,"about_ca_topic_score_gemma":0.0142145,"domain_scores_codex":[0.9966611,0.0005954605,0.001035306,0.000305925,0.0008891124,0.0005130721],"domain_scores_gemma":[0.9946558,0.003348902,0.0006828823,0.0003917271,0.0007923208,0.000128366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001235448,0.001819151,0.9919293,0.00002787438,0.0002238832,0.00001996442,0.002675256,0.0000830283,0.00003393528,0.0001130176,0.001262748,0.0005764065],"study_design_scores_gemma":[0.006227809,0.001417431,0.9834066,0.000007399054,0.00009626761,0.000005660233,0.007034203,0.00002716716,0.00001496788,0.0016053,0.00003595687,0.0001212162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965168,0.000813778,0.0002260684,0.0002843604,0.001157613,0.000811149,0.00002374887,0.000006102281,0.0001604389],"genre_scores_gemma":[0.9988285,0.00002066971,0.0006395241,0.000007914024,0.0003662936,0.00005052858,0.000003367461,0.00002914704,0.00005403922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008522666,"threshold_uncertainty_score":0.9956931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148123828","doi":"10.1016/j.jpsychires.2012.07.001","title":"The natural history of insomnia: Focus on prevalence and incidence of acute insomnia","year":2012,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Economic and Social Research Council","keywords":"Insomnia; Incidence (geometry); Medicine; Natural history; Depression (economics); Psychiatry; Pediatrics; Internal medicine","authors":[{"name":"Jason Ellis","is_ca":false},{"name":"Michael L. Perlis","is_ca":false},{"name":"Laura Neale","is_ca":false},{"name":"Colin A. Espie","is_ca":false},{"name":"Célyne Bastien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03049198156197108,"gpt":0.3700582640322531,"spread":0.339566282470282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003133014,0.0001135557,0.0002501668,0.0005821848,0.0001059427,0.000008925877,0.0005805515,0.0001654092,0.000113337],"category_scores_gemma":[0.0002556359,0.00006842776,0.0001382265,0.0005579412,0.000521964,0.0001454284,0.00007887069,0.001344339,0.00002112369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136825,"about_ca_system_score_gemma":0.0002547477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008452638,"about_ca_topic_score_gemma":0.000005953276,"domain_scores_codex":[0.997182,0.0006416048,0.0006556954,0.0001361026,0.0009467286,0.0004379112],"domain_scores_gemma":[0.997623,0.0008872999,0.0005486579,0.0003479751,0.0004372134,0.0001558011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006689667,0.002437867,0.5407218,0.0003053027,0.002853053,0.00005475575,0.01640211,0.000007072523,0.002407076,0.02631111,0.3213423,0.08046786],"study_design_scores_gemma":[0.006994203,0.00504534,0.9407132,0.000302454,0.0006879075,0.0005875354,0.002681526,0.00002942027,0.0003209013,0.00660915,0.03565792,0.00037046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8394344,0.1430485,0.000009895675,0.001233814,0.003390333,0.0001926105,0.000002536094,0.000003542368,0.0126844],"genre_scores_gemma":[0.9880272,0.009549618,0.000147366,0.00002896914,0.0002749879,0.000003848237,1.142914e-7,0.00001434782,0.001953563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3999914,"threshold_uncertainty_score":0.584056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281492138","doi":"10.1016/j.jpsychires.2022.04.037","title":"Real-world effectiveness of ketamine in treatment-resistant depression: A systematic review & meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"Ketamine; Treatment-resistant depression; Meta-analysis; Depression (economics); Medicine; Randomized controlled trial; Antidepressant; Internal medicine; Major depressive disorder; Generalizability theory; Systematic review; MEDLINE; Anesthesia; Psychology; Hippocampus; Biology; Amygdala","authors":[{"name":"Yazen Alnefeesi","is_ca":true},{"name":"David Chen‐Li","is_ca":true},{"name":"Ella Krane","is_ca":true},{"name":"Muhammad Youshay Jawad","is_ca":true},{"name":"Nelson B. Rodrigues","is_ca":true},{"name":"Felicia Ceban","is_ca":true},{"name":"Joshua D. Di Vincenzo","is_ca":true},{"name":"Shakila Meshkat","is_ca":true},{"name":"Roger Ho","is_ca":false},{"name":"Hartej Gill","is_ca":true},{"name":"Kayla M. Teopiz","is_ca":true},{"name":"Bing Cao","is_ca":true},{"name":"Yena Lee","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Joshua D. Rosenblat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3197095135993023,"gpt":0.5235473093369251,"spread":0.2038377957376227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01756343,0.0007839457,0.01966421,0.009375338,0.0001383373,0.00003727718,0.0009293854,0.0002567573,0.001669434],"category_scores_gemma":[0.001611246,0.0004103373,0.01074426,0.01240267,0.00009463828,0.0001011648,0.0002354461,0.001803943,0.00002508461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101162,"about_ca_system_score_gemma":0.001840759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004221422,"about_ca_topic_score_gemma":0.00017694,"domain_scores_codex":[0.9749414,0.0146373,0.004909923,0.0007624278,0.004123212,0.0006257129],"domain_scores_gemma":[0.9849597,0.007785347,0.004088329,0.002108472,0.0006499088,0.000408248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005177695,0.001781744,0.0003351192,0.8457845,0.1442757,0.0006347366,0.00001859734,0.00000365943,0.00000149855,0.00001349662,0.0004316832,0.006201508],"study_design_scores_gemma":[0.001678732,0.001328911,0.0002541899,0.2253493,0.7064186,0.0003180898,0.00001410898,8.41588e-7,0.000001143813,0.0000271014,0.06437143,0.0002375217],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004335597,0.991861,0.000007218457,0.0001112923,0.000163225,0.006451048,0.00006501981,0.0000116815,0.001286146],"genre_scores_gemma":[0.0001101957,0.9952209,0.000826552,0.000006668991,0.0001224662,0.001117328,0.0001065694,0.0001006583,0.002388636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6204352,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126820036","doi":"10.1016/j.jpsychires.2021.01.047","title":"Loneliness in the COVID-19 pandemic: Associations with age, gender and their interaction","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University; Public Health Ontario; University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Loneliness; Marital status; Demography; Odds; Logistic regression; Psychology; Odds ratio; Gerontology; Mental health; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Population; Psychiatry","authors":[{"name":"Christine M. Wickens","is_ca":true},{"name":"André J. McDonald","is_ca":true},{"name":"Tara Elton‐Marshall","is_ca":true},{"name":"Samantha Wells","is_ca":true},{"name":"Yeshambel T. Nigatu","is_ca":true},{"name":"Damian Jankowicz","is_ca":true},{"name":"Hayley A. Hamilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3583579486160649,"gpt":0.5422188906515959,"spread":0.183860942035531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008058273,0.00004697601,0.0001380427,0.000215534,0.0005984425,0.0001777165,0.0001970904,0.00006540706,0.00006584074],"category_scores_gemma":[0.001886128,0.0000263052,0.00004406681,0.001029412,0.0001071657,0.0001513455,0.00002182303,0.0006841172,0.000001633554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660001,"about_ca_system_score_gemma":0.001896919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261861,"about_ca_topic_score_gemma":0.01537041,"domain_scores_codex":[0.9970813,0.001560482,0.0002957336,0.00008807948,0.0006805831,0.0002938352],"domain_scores_gemma":[0.997213,0.001998102,0.0001372631,0.00007966964,0.0003939341,0.0001780001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005681351,0.0001131611,0.938677,0.00005981364,0.00002480083,0.00007729619,0.03052253,0.00003329306,0.000002122385,0.008738667,0.01965993,0.002034654],"study_design_scores_gemma":[0.0009155747,0.00008276049,0.6068689,0.00002369761,0.00001152759,0.0001521888,0.1927253,0.00001533963,6.825386e-7,0.01451841,0.1846032,0.00008246211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8235923,0.004403752,0.0008125833,0.1573976,0.0007642755,0.0002923821,0.000007928441,0.000008166936,0.01272095],"genre_scores_gemma":[0.9925799,0.003638144,0.0002317038,0.002613969,0.0006564393,0.000004065809,0.00000108753,0.000004403008,0.0002703023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331808,"threshold_uncertainty_score":0.8577049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022847093","doi":"10.1016/s0022-3956(99)00048-5","title":"Obsessive–compulsive disorder in schizophrenia","year":2000,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Schizophrenia (object-oriented programming); Global Assessment of Functioning; Psychiatry; Rating scale; Psychology; Clinical psychology; Obsessive compulsive; Psychosis; Positive and Negative Syndrome Scale; Developmental psychology","authors":[{"name":"Philip G. Tibbo","is_ca":true},{"name":"M Kroetsch","is_ca":true},{"name":"Pierre Chue","is_ca":true},{"name":"Lorne B. Warneke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02730682392425848,"gpt":0.3827890414860664,"spread":0.3554822175618079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00202798,0.0002935203,0.0006291745,0.002251044,0.0002298421,0.0001088697,0.001277745,0.0002424852,0.01545221],"category_scores_gemma":[0.0002188121,0.0002531768,0.0003366982,0.003554504,0.0003160821,0.0002732849,0.00007797012,0.002454195,0.001614421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068845,"about_ca_system_score_gemma":0.0004172944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004999176,"about_ca_topic_score_gemma":0.0001635598,"domain_scores_codex":[0.9943164,0.001379799,0.001246229,0.0005005013,0.001424441,0.00113264],"domain_scores_gemma":[0.9974884,0.0006465181,0.0004120492,0.000617696,0.0005088372,0.0003264672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007267063,0.003795394,0.3543633,0.00008154961,0.0004494062,0.001560989,0.005092641,0.0009841217,0.0001075461,0.01303175,0.09129989,0.5219663],"study_design_scores_gemma":[0.01416382,0.001909395,0.9126567,0.0001248156,0.00004769351,0.0004331011,0.005587011,0.00009205051,0.00001291301,0.02695768,0.03745469,0.0005601765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189129,0.009806757,0.000081116,0.004048172,0.00151256,0.0004245884,0.000006703121,0.00001917017,0.06518801],"genre_scores_gemma":[0.9929981,0.0009732116,0.001580366,0.0001266057,0.001044644,0.0000211801,0.000002938624,0.00006776558,0.003185219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582933,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148755719","doi":"10.1016/j.jpsychires.2011.09.009","title":"Two HPA axis genes, CRHBP and FKBP5, interact with childhood trauma to increase the risk for suicidal behavior","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":168,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"FKBP5; CTQ tree; Haplotype; Poison control; Medicine; Single-nucleotide polymorphism; Clinical psychology; Suicide attempt; Internal medicine; Suicide prevention; Psychiatry; Injury prevention; Psychology; Genotype; Gene; Glucocorticoid; Genetics; Glucocorticoid receptor; Domestic violence; Biology; Medical emergency","authors":[{"name":"Alec Roy","is_ca":false},{"name":"Colin A. Hodgkinson","is_ca":false},{"name":"Vincenzo De Luca","is_ca":true},{"name":"David Goldman","is_ca":false},{"name":"Mary‐Anne Enoch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09324123655635523,"gpt":0.3871514332475168,"spread":0.2939101966911616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000807144,0.0001557497,0.0002299035,0.0005333024,0.0004666346,0.0001574642,0.0007193793,0.0000452638,0.000111235],"category_scores_gemma":[0.0007689959,0.00008645978,0.0001425514,0.0007456244,0.0001504518,0.0001628655,0.0001142378,0.0007096514,0.00001097746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000380178,"about_ca_system_score_gemma":0.0002416813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008742728,"about_ca_topic_score_gemma":0.0002890769,"domain_scores_codex":[0.9972919,0.0005880244,0.0004478046,0.0003088108,0.0008671024,0.0004963576],"domain_scores_gemma":[0.9978393,0.0008971617,0.0002663974,0.0003518585,0.0002875164,0.0003577717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02240068,0.002294241,0.3629054,0.00004515029,0.0001031537,0.0004606034,0.004237597,0.00002091612,0.01146143,0.000836136,0.006279558,0.5889552],"study_design_scores_gemma":[0.003950467,0.009912031,0.9640278,0.00004053496,0.0001640554,0.001668769,0.001349345,0.0000799312,0.01343779,0.0008540136,0.004224651,0.0002906167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965475,0.0008709861,0.0003416874,0.0005716829,0.0002359405,0.0007370557,0.00003011285,0.00000713362,0.0006579544],"genre_scores_gemma":[0.9960856,0.0008393606,0.002222076,0.0001420352,0.0004038447,0.00006787221,1.939705e-7,0.00002880179,0.0002102409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6011224,"threshold_uncertainty_score":0.3589023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966217369","doi":"10.1016/j.jpsychires.2009.07.010","title":"The relationship of gambling to intimate partner violence and child maltreatment in a nationally representative sample","year":2009,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":156,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Manitoba; Manitoba Health","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Poison control; Domestic violence; Psychology; Injury prevention; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Sample (material); Medical emergency; Clinical psychology; Medicine","authors":[{"name":"Tracie O. Afifi","is_ca":true},{"name":"Douglas A. Brownridge","is_ca":true},{"name":"Harriet L. MacMillan","is_ca":true},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2156330612873297,"gpt":0.520265387505447,"spread":0.3046323262181174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306244,0.00008958818,0.0001777353,0.0007535246,0.0002172868,0.00004564457,0.0002216174,0.00005562279,0.00003481271],"category_scores_gemma":[0.0006579561,0.00005910061,0.00006924289,0.001028837,0.00006688595,0.00007258623,0.00002994215,0.0004455869,0.00001200766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008381114,"about_ca_system_score_gemma":0.00008362184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915074,"about_ca_topic_score_gemma":0.00003969496,"domain_scores_codex":[0.9978735,0.000422226,0.0005775351,0.0001832137,0.000656476,0.0002870261],"domain_scores_gemma":[0.9975394,0.001526377,0.0002244062,0.0002263026,0.0003681633,0.0001153218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000643237,0.0005540802,0.9679227,0.000005619443,0.00005123232,0.00003468506,0.002033139,0.00006566173,0.0000191006,0.01164945,0.0006709725,0.01635013],"study_design_scores_gemma":[0.001232681,0.0008927525,0.9758506,0.0001234175,0.00001963281,0.00005159318,0.0007409058,0.0000070444,0.00002768895,0.02090984,0.00009688098,0.00004691202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913178,0.001847182,0.0001418576,0.004497546,0.0001904997,0.0003308909,0.000006629884,0.000003136786,0.001664435],"genre_scores_gemma":[0.9967346,0.00037722,0.002624214,0.00002750117,0.00007675985,0.00001548977,0.000001389172,0.000007250257,0.0001355351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630322,"threshold_uncertainty_score":0.2410053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101790934","doi":"10.1016/j.jpsychires.2012.01.004","title":"Differential regional gray matter volumes in patients with on-line game addiction and professional gamers","year":2012,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse; Prairie Oat Growers Association; Chung-Ang University","keywords":"Grey matter; Psychology; Statistical parametric mapping; Voxel-based morphometry; Gyrus; Audiology; Middle temporal gyrus; Thalamus; Magnetic resonance imaging; Neuroscience; White matter; Medicine; Functional magnetic resonance imaging; Radiology","authors":[{"name":"Doug Hyun Han","is_ca":false},{"name":"In Kyoon Lyoo","is_ca":false},{"name":"Perry F. Renshaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03741819717420414,"gpt":0.3876330928790516,"spread":0.3502148957048475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424394,0.00009649563,0.0001759696,0.000842611,0.0002779965,0.00004548778,0.0002601681,0.0001557232,0.0003256773],"category_scores_gemma":[0.0001434598,0.00006707286,0.00004668456,0.0006168457,0.0003959364,0.0003034058,0.00004369582,0.000999201,0.00003083201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892613,"about_ca_system_score_gemma":0.0002057072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188742,"about_ca_topic_score_gemma":0.0000571073,"domain_scores_codex":[0.9969145,0.0004715552,0.000307033,0.0001221894,0.001627021,0.0005577072],"domain_scores_gemma":[0.9990325,0.0001101383,0.0002235183,0.0001067261,0.0002892632,0.0002378373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007283639,0.0007124976,0.9595888,0.000006374602,0.00002054916,0.000001403497,0.0006072187,9.74789e-7,0.000003209918,0.0001564066,0.03386492,0.004309304],"study_design_scores_gemma":[0.001893133,0.0005348359,0.9942809,0.00009278027,0.000009231799,0.000003150264,0.0006403198,0.000004036719,0.000003891581,0.0002655525,0.00219708,0.00007508775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919267,0.0001626569,0.0000214196,0.006370289,0.0007709313,0.0002267353,0.000002334838,0.000007064159,0.0005118335],"genre_scores_gemma":[0.9983872,0.00009842791,0.0002223043,0.0001195171,0.0005878952,0.000003152772,0.000001491969,0.00001179651,0.0005682764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03469212,"threshold_uncertainty_score":0.4341087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042237417","doi":"10.1016/j.jpsychires.2012.04.009","title":"Predicting future suicide attempts among depressed suicide ideators: A 10-year longitudinal study","year":2012,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":150,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; University of British Columbia","keywords":"Suicidal ideation; Psychology; Psychosocial; Clinical psychology; Poison control; Suicide prevention; Psychiatry; Suicide attempt; Dysthymic Disorder; Injury prevention; Personality; Borderline personality disorder; Personality disorders; Logistic regression; Major depressive disorder; Medicine; Medical emergency; Mood","authors":[{"name":"Alexis M. May","is_ca":true},{"name":"E. David Klonsky","is_ca":true},{"name":"Daniel N. Klein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1144745629160498,"gpt":0.4373204566467562,"spread":0.3228458937307065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008817228,0.0003970993,0.0008205205,0.001569048,0.0006881378,0.0001562176,0.001049865,0.0002747746,0.002270943],"category_scores_gemma":[0.0006229697,0.0003111262,0.0004209895,0.002018677,0.0001915971,0.0005545439,0.0002856149,0.002209896,0.0004475129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902458,"about_ca_system_score_gemma":0.0001811452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138214,"about_ca_topic_score_gemma":0.0003211716,"domain_scores_codex":[0.9922333,0.00171329,0.001469013,0.0005069271,0.002355519,0.00172193],"domain_scores_gemma":[0.9954693,0.001178955,0.0007276271,0.0007811578,0.001173358,0.0006695942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009573842,0.001350122,0.9352938,0.00003623865,0.0008827895,0.0001957659,0.005122659,0.00000431594,0.00002420674,0.0002322731,0.05534293,0.0005575034],"study_design_scores_gemma":[0.002927913,0.001490146,0.9600752,0.00002543865,0.0002283871,0.0001707971,0.03341789,0.00000252625,0.00001863424,0.0002474486,0.00112475,0.000270847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718274,0.01415111,0.00006252784,0.0007570235,0.003658262,0.0007404674,0.000007364558,0.0000498371,0.008745992],"genre_scores_gemma":[0.9873457,0.0002090442,0.0004789,0.00004483951,0.01050301,0.00005373644,0.000001977903,0.00008108926,0.001281702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05421818,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2762276750","doi":"10.1016/j.jpsychires.2017.10.003","title":"Food addiction: Prevalence, psychopathological correlates and associations with quality of life in a large sample","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University; Instituto Mente e Cérebro - Neurociência; Universidade do Extremo Sul Catarinense; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Institute for Health and Care Research; McGovern Medical School; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Texas Health Science Center at Houston","keywords":"Food addiction; Psychopathology; Addiction; Psychiatry; Clinical psychology; Mood; Medicine; Quality of life (healthcare); Cross-sectional study; Eating disorders; Psychology","authors":[{"name":"Paulo R. Nunes-Neto","is_ca":false},{"name":"Cristiano A. Köhler","is_ca":false},{"name":"Felipe Barreto Schuch","is_ca":false},{"name":"Marco Solmi","is_ca":false},{"name":"João Quevedo","is_ca":false},{"name":"Michaël Maes","is_ca":false},{"name":"Andréa Murru","is_ca":false},{"name":"Eduard Vieta","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Susan L. McElroy","is_ca":false},{"name":"Ashley N. Gearhardt","is_ca":false},{"name":"Brendon Stubbs","is_ca":false},{"name":"André F. Carvalho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.124307102781751,"gpt":0.459709264886672,"spread":0.335402162104921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004436205,0.00009138686,0.0003433032,0.0003972369,0.0003491003,0.00006524811,0.0003845954,0.000156971,0.0003075511],"category_scores_gemma":[0.001339073,0.00006578812,0.00008819335,0.0003496562,0.0002067213,0.0001205531,0.00005642153,0.0008552244,0.000004505489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002829249,"about_ca_system_score_gemma":0.0001346335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002002415,"about_ca_topic_score_gemma":0.0003855413,"domain_scores_codex":[0.9974993,0.0006397593,0.0007055054,0.0001969808,0.000635807,0.0003226264],"domain_scores_gemma":[0.9975536,0.0006512395,0.0008909429,0.0003610238,0.000415216,0.0001279199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909367,0.0009832695,0.9922123,0.00002728574,0.00005201584,0.000006394752,0.0006416687,0.000001290994,0.000006581877,0.002139777,0.002205745,0.001232767],"study_design_scores_gemma":[0.002542764,0.003269041,0.9908041,0.00004454945,0.00002945065,0.00001611117,0.0007621927,0.000004901238,2.407723e-7,0.002325629,0.0001300781,0.00007097705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927595,0.002886922,0.0002267412,0.0008470266,0.0003665884,0.0001864226,0.00006204737,0.000004405125,0.002660294],"genre_scores_gemma":[0.9983094,0.0003388432,0.00104045,0.00001751355,0.0001487321,0.00001020191,0.000001468001,0.00000945251,0.000123964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005549822,"threshold_uncertainty_score":0.3715572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800834231","doi":"10.1016/j.jpsychires.2018.04.019","title":"Increased mortality among people with schizophrenia and other non-affective psychotic disorders in the community: A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council","keywords":"Meta-analysis; Schizophrenia (object-oriented programming); Psychiatry; Psychology; Psychosis; MEDLINE; Systematic review; Clinical psychology; Medicine; Internal medicine","authors":[{"name":"Padraig Oakley","is_ca":false},{"name":"Steve Kisely","is_ca":true},{"name":"Amanda Baxter","is_ca":false},{"name":"Meredith Harris","is_ca":false},{"name":"Jocelyne Desoe","is_ca":false},{"name":"Alyona Dziouba","is_ca":false},{"name":"Dan Siskind","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1151400128151875,"gpt":0.4423849105006558,"spread":0.3272448976854683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01439579,0.0004922772,0.006581181,0.002412976,0.000277825,0.0001465219,0.0006218686,0.0001791325,0.0001370197],"category_scores_gemma":[0.000768895,0.0002079718,0.001471496,0.005220612,0.000434937,0.00008186311,0.0001059903,0.002629906,0.00001349679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325374,"about_ca_system_score_gemma":0.0006786381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969098,"about_ca_topic_score_gemma":0.0146781,"domain_scores_codex":[0.9872552,0.008764539,0.001315141,0.0003836013,0.001791484,0.0004901045],"domain_scores_gemma":[0.9945958,0.002318586,0.001006038,0.001286897,0.0003818034,0.0004109278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007777818,0.001068959,0.008644959,0.7366065,0.2505359,0.00008779111,0.0003383927,7.979526e-8,8.229618e-9,0.00004836764,0.0007356667,0.00115557],"study_design_scores_gemma":[0.002631154,0.002432766,0.01889007,0.03433771,0.9396859,0.0006711436,0.0003208349,0.000006271158,1.389408e-8,0.0003129014,0.0004520536,0.0002592198],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003480582,0.9890828,0.00001258226,0.0004233271,0.00001252868,0.006442169,0.00002366741,0.000005083258,0.0005173245],"genre_scores_gemma":[0.008875349,0.9897051,0.0005467784,0.00006375527,0.00006831917,0.0005783099,0.000006944094,0.00007021205,0.00008518462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7022688,"threshold_uncertainty_score":0.999671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043220571","doi":"10.1016/j.jpsychires.2009.12.010","title":"Effects of different stimulation parameters on the antidepressant-like response of medial prefrontal cortex deep brain stimulation in rats","year":2010,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Prefrontal cortex; Stimulation; Antidepressant; Neuroscience; Deep brain stimulation; Psychology; Brain stimulation; Medicine; Hippocampus; Internal medicine; Cognition","authors":[{"name":"Clement Hamani","is_ca":true},{"name":"Mustansir Diwan","is_ca":true},{"name":"Silvia L. Isabella","is_ca":true},{"name":"Andrés M. Lozano","is_ca":true},{"name":"José N. Nóbrega","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03246697244384628,"gpt":0.3596527404729283,"spread":0.327185768029082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534359,0.000115518,0.0003630257,0.000572841,0.00005099176,0.00001054693,0.0001660194,0.0001150767,0.00004134516],"category_scores_gemma":[0.002064256,0.00006264395,0.0001528373,0.0004369538,0.0001350029,0.00004928345,0.00003320021,0.000836055,0.000002033002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003351276,"about_ca_system_score_gemma":0.00009926023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000254115,"about_ca_topic_score_gemma":0.00002906647,"domain_scores_codex":[0.9971016,0.0008778367,0.0005787848,0.0001564798,0.001062366,0.0002229282],"domain_scores_gemma":[0.9944311,0.004708231,0.0003292197,0.0002168359,0.0002037565,0.0001108704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0484492,0.003466401,0.6465404,0.0001592875,0.0001298446,0.0001525065,0.0004093088,0.0003928993,0.294037,0.000136747,0.0008323269,0.005294041],"study_design_scores_gemma":[0.004678104,0.00659748,0.9801454,0.00006556041,0.00005231545,0.000008180402,0.00003708348,0.001402934,0.004741034,0.00222406,0.000004786904,0.00004305919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968407,0.000166717,0.00005407799,0.001753336,0.0003653306,0.0007554258,0.00000198734,0.000002603328,0.00005983549],"genre_scores_gemma":[0.9994845,0.00007597188,0.0002499447,0.00008017686,0.00006890775,0.000006951273,0.000001825218,0.00001153702,0.00002018115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333605,"threshold_uncertainty_score":0.3632289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025691192","doi":"10.1016/j.jpsychires.2009.01.006","title":"Through the looking glass: Examining neuroanatomical evidence for cellular alterations in major depression","year":2009,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Neuroscience; Locus coeruleus; Amygdala; Prefrontal cortex; Serotonergic; Psychology; Glutamatergic; Neuroplasticity; Postmortem studies; Mood disorders; Hippocampus; Biology; Glutamate receptor; Central nervous system; Serotonin; Psychiatry; Anxiety; Cognition","authors":[{"name":"Christa Hercher","is_ca":true},{"name":"Gustavo Turecki","is_ca":true},{"name":"Naguib Mechawar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4160625398107416,"gpt":0.5398224385081357,"spread":0.1237598986973941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0065184,0.0003953864,0.001197341,0.001792469,0.0009854698,0.000464579,0.003450418,0.0002778258,0.00003286493],"category_scores_gemma":[0.008895284,0.0002398138,0.0005864474,0.004424989,0.000484645,0.0006847393,0.0003982381,0.004916306,0.00003446136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254404,"about_ca_system_score_gemma":0.00186093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007621911,"about_ca_topic_score_gemma":0.000002551752,"domain_scores_codex":[0.988149,0.005530985,0.001780805,0.0009736654,0.00233767,0.00122782],"domain_scores_gemma":[0.9820533,0.01588597,0.0008916049,0.0006314724,0.0003342747,0.000203414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001076196,0.001185519,0.0001337065,0.006550372,0.00004314621,0.002671296,0.000496283,0.0001013017,0.03956042,0.001038675,0.03521486,0.9119282],"study_design_scores_gemma":[0.001731841,0.002406282,0.00003279086,0.008024834,0.0003319243,0.001640276,0.00007093226,0.0005181398,0.005433775,0.001987839,0.9772592,0.0005621902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003264305,0.990538,0.0002778069,0.001778324,0.001587646,0.002300352,0.000008656174,0.00001414574,0.0002307893],"genre_scores_gemma":[0.006084858,0.9915643,0.0001921106,0.0004089508,0.001274232,0.0001224935,3.811406e-7,0.00006274976,0.0002898906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9420443,"threshold_uncertainty_score":0.9994532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005276770","doi":"10.1016/j.jpsychires.2013.05.015","title":"Trait anhedonia is associated with reduced reactivity and connectivity of mesolimbic and paralimbic reward pathways","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":141,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Alliance for Research on Schizophrenia and Depression; National Science Foundation","keywords":"Anhedonia; Psychology; Neuroscience; Reward system; Orbitofrontal cortex; Functional magnetic resonance imaging; Nucleus accumbens; Ventral striatum; Mesolimbic pathway; Parahippocampal gyrus; Trait; Neuroimaging; Ventral tegmental area; Pleasure; Prefrontal cortex; Cognition; Temporal lobe; Central nervous system; Striatum; Dopamine; Epilepsy","authors":[{"name":"Jennifer Keller","is_ca":false},{"name":"Christina B. Young","is_ca":false},{"name":"Elizabeth Kelley","is_ca":false},{"name":"Katherine E. Prater","is_ca":false},{"name":"Daniel J. Levitin","is_ca":true},{"name":"Vinod Menon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1059127334584599,"gpt":0.3504184761355462,"spread":0.2445057426770863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137651,0.0001380797,0.0003550061,0.0005269779,0.0002618344,0.0001246777,0.0002649335,0.00009447873,0.00004794698],"category_scores_gemma":[0.001295371,0.00009968238,0.00006652957,0.001153673,0.0005292325,0.0006397028,0.00007466346,0.0006861524,0.000003573284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000567826,"about_ca_system_score_gemma":0.0002602782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459141,"about_ca_topic_score_gemma":0.0000176957,"domain_scores_codex":[0.9969478,0.0007134438,0.0004052369,0.0003793258,0.001127213,0.0004270311],"domain_scores_gemma":[0.9980327,0.0007060356,0.0004256209,0.0002228252,0.0003654627,0.0002473133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001558802,0.000275109,0.005996603,0.00002733942,0.000007465966,0.00001960369,0.0007339582,9.449154e-7,0.9860001,0.0001015121,0.001897519,0.004783919],"study_design_scores_gemma":[0.001713771,0.003338108,0.9353746,0.00009075771,0.00003156989,0.0004604455,0.0003992536,0.0001634426,0.05290717,0.00520064,0.000130515,0.0001897905],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969354,0.00005955505,0.00002096689,0.001923181,0.0001416684,0.000312912,0.000009817321,0.000009463755,0.0005870011],"genre_scores_gemma":[0.9990331,0.0004850928,0.0001192633,0.0001517673,0.00008238266,0.000006750438,1.518893e-7,0.00001386582,0.0001076151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.933093,"threshold_uncertainty_score":0.4064929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2529367653","doi":"10.1016/j.jpsychires.2016.10.003","title":"Epidemiology of DSM-5 bipolar I disorder: Results from the National Epidemiologic Survey on Alcohol and Related Conditions – III","year":2016,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Bipolar disorder; Psychiatry; Comorbidity; Medicine; Epidemiology; Alcohol use disorder; Bipolar I disorder; National Comorbidity Survey; Anxiety; Quality of life (healthcare); Mania; Mood; Internal medicine; Alcohol","authors":[{"name":"Carlos Blanco","is_ca":false},{"name":"Wilson M. Compton","is_ca":false},{"name":"Tulshi D. Saha","is_ca":false},{"name":"Benjamin I. Goldstein","is_ca":true},{"name":"W. June Ruan","is_ca":false},{"name":"Boji Huang","is_ca":false},{"name":"Bridget F. Grant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638993407357786,"gpt":0.4452833545630017,"spread":0.2813840138272232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01347017,0.0001338768,0.0005523703,0.0004088785,0.0002032189,0.000003224457,0.0002185744,0.0001863446,0.0001360709],"category_scores_gemma":[0.0152358,0.00005962007,0.0001943315,0.0005589304,0.0004338637,0.0000536995,0.00005344457,0.0006880527,0.00003010776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008928932,"about_ca_system_score_gemma":0.000313671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195564,"about_ca_topic_score_gemma":0.0002501759,"domain_scores_codex":[0.994765,0.002799365,0.001198664,0.00025994,0.000648481,0.0003285303],"domain_scores_gemma":[0.9782847,0.01987697,0.0005784868,0.0002685918,0.0008094051,0.0001819024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001581794,0.0004131947,0.9680486,0.00000639382,0.0003772196,0.000004002165,0.00008452379,0.000006107049,0.0001012986,0.001964316,0.02359414,0.003818444],"study_design_scores_gemma":[0.006134265,0.001552434,0.9622343,0.00008920137,0.00006967002,0.00006962214,0.00005441143,0.00001753368,0.00001183283,0.02605911,0.003650876,0.00005672815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8778014,0.04990099,0.0001004552,0.06915164,0.0003502547,0.0004926145,0.0008328154,0.000009584464,0.001360304],"genre_scores_gemma":[0.9878185,0.01102679,0.0003547748,0.0001689972,0.0002067222,0.00000541348,0.00005543647,0.00001228271,0.0003510927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100171,"threshold_uncertainty_score":0.9930593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135164656","doi":"10.1016/j.jpsychires.2021.02.059","title":"Anxiety, depression and stress during the COVID-19 pandemic: Results from a cross-sectional survey","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Anxiety; Pandemic; Coronavirus disease 2019 (COVID-19); Depression (economics); Mental health; Cross-sectional study; Psychiatry; Psychology; Clinical psychology; Generalized anxiety disorder; Medicine; Disease; Internal medicine","authors":[{"name":"Jasmine Turna","is_ca":true},{"name":"Jasmine Zhang","is_ca":true},{"name":"Beth Patterson","is_ca":true},{"name":"William Simpson","is_ca":true},{"name":"Ana Paula Francisco","is_ca":true},{"name":"Carolina Goldman Bergmann","is_ca":true},{"name":"Michael Van Ameringen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2385529693456392,"gpt":0.5326324045240787,"spread":0.2940794351784395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007950156,0.00013346,0.0002380113,0.0003095122,0.0007822714,0.0001825326,0.0004433858,0.0001933417,0.0005638011],"category_scores_gemma":[0.001736802,0.00009124489,0.0001234525,0.0008400731,0.000182976,0.0001065077,0.0002390814,0.00143678,0.00002506437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762643,"about_ca_system_score_gemma":0.001726769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007605522,"about_ca_topic_score_gemma":0.00397662,"domain_scores_codex":[0.9947641,0.002266514,0.0008490593,0.0004650874,0.001146873,0.0005083255],"domain_scores_gemma":[0.994632,0.003473505,0.0003573173,0.000464716,0.0005326689,0.0005397811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003494477,0.0002168808,0.9872578,0.00005986502,0.00006582386,0.000102948,0.001058102,0.00002894542,0.0002045285,0.00003231744,0.005973154,0.001505195],"study_design_scores_gemma":[0.004024601,0.0001375922,0.9819,0.00001675646,0.000007506767,0.000682277,0.0007105622,0.000008341958,0.00002451891,0.0007671058,0.01163221,0.00008849864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874353,0.007731962,0.00008826648,0.001556868,0.0016322,0.0001871806,0.0005173344,0.00001144823,0.0008393707],"genre_scores_gemma":[0.99345,0.002891075,0.0001232557,0.0003794349,0.001270342,0.000007225124,0.00003407235,0.00001884048,0.001825712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006213354,"threshold_uncertainty_score":0.9990029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096799128","doi":"10.1016/j.jpsychires.2014.08.002","title":"Adipokines as emerging depression biomarkers: A systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Journal of Psychiatric Research","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Resistin; Adiponectin; Leptin; Internal medicine; Meta-analysis; Adipokine; Confounding; Major depressive disorder; Medicine; Endocrinology; Depression (economics); Antidepressant; Psychology; Obesity","authors":[{"name":"André F. Carvalho","is_ca":false},{"name":"Davi Q.C. Rocha","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Lucas M. Mesquita","is_ca":false},{"name":"Cristiano A. Köhler","is_ca":false},{"name":"Thomas Hyphantis","is_ca":false},{"name":"Paulo Marcelo Gondim Sales","is_ca":false},{"name":"Rodrigo Machado‐Vieira","is_ca":false},{"name":"Michael Berk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1155754827103882,"gpt":0.4617639240204431,"spread":0.3461884413100549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009717855,0.0005434704,0.01210691,0.004333383,0.0002042829,0.0001150162,0.0005755425,0.0002707649,0.0007325108],"category_scores_gemma":[0.003867116,0.0002866291,0.00580409,0.004413972,0.0001142274,0.000158907,0.0001179574,0.0009612341,0.0000622611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449518,"about_ca_system_score_gemma":0.0009846037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003133318,"about_ca_topic_score_gemma":0.000003357472,"domain_scores_codex":[0.9907138,0.002576038,0.003475917,0.0004870578,0.002257721,0.0004894411],"domain_scores_gemma":[0.9926415,0.001034951,0.002939614,0.001027979,0.001648667,0.0007072888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002290759,0.00008602193,0.0000160194,0.8066385,0.1759162,0.00005093648,0.00001731499,2.495337e-7,6.380969e-8,0.0000405676,0.007150559,0.01006069],"study_design_scores_gemma":[0.0002314348,0.0001130315,0.00000972068,0.04721237,0.6999886,0.0007448784,0.00002045203,0.00000320413,6.088018e-8,0.00005479964,0.2514532,0.000168322],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003308891,0.9955824,0.00009699023,0.0006803113,0.0001469336,0.002543048,0.00001649837,0.00001422211,0.0009162633],"genre_scores_gemma":[0.00001235672,0.9963156,0.0008096807,0.0001621949,0.0006669788,0.0001688344,0.00002624035,0.00006282673,0.001775277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7594261,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965449743","doi":"10.1016/j.jpsychires.2011.02.003","title":"Antidepressant effects of selective slow wave sleep deprivation in major depression: A high-density EEG investigation","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Research Resources; Institute of Clinical and Translational Sciences; National Institute of General Medical Sciences; National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Sleep deprivation; Antidepressant; Vigilance (psychology); Electroencephalography; Depression (economics); Slow-wave sleep; Major depressive disorder; Psychology; Audiology; Sleep (system call); Psychiatry; Anesthesia; Internal medicine; Circadian rhythm; Medicine; Neuroscience; Cognition; Anxiety","authors":[{"name":"Eric C. Landsness","is_ca":false},{"name":"Michael R. Goldstein","is_ca":false},{"name":"Michael J. Peterson","is_ca":false},{"name":"Giulio Tononi","is_ca":false},{"name":"Ruth M. Benca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0725138054207032,"gpt":0.3287078674144329,"spread":0.2561940619937297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003081741,0.0001714683,0.0004196347,0.00205658,0.0002169017,0.00005071078,0.0006512094,0.00018279,0.00004461817],"category_scores_gemma":[0.004847459,0.0001363412,0.0001360845,0.003320926,0.0002909396,0.0004893575,0.0002049857,0.001424864,0.00001633816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510268,"about_ca_system_score_gemma":0.0003394325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428335,"about_ca_topic_score_gemma":0.00005172242,"domain_scores_codex":[0.9940923,0.001848331,0.0008446745,0.0004304032,0.002188724,0.000595558],"domain_scores_gemma":[0.9964394,0.001536136,0.0005072816,0.0004042289,0.0008880397,0.0002249103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260715,0.00117215,0.6039003,0.0004563068,0.00006015395,0.0006540635,0.003014213,0.00005026465,0.3591812,0.002194475,0.002286496,0.02442327],"study_design_scores_gemma":[0.001519912,0.0004694576,0.4919654,0.00009603635,0.00001304715,0.00006135419,0.00006095234,0.0003124646,0.4893207,0.01608908,0.000005335356,0.00008626114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964352,0.000308694,0.001008593,0.0002747266,0.0005193361,0.0005806012,0.000001874298,0.00001098694,0.0008600251],"genre_scores_gemma":[0.9976858,0.0002291172,0.001772788,0.0000362096,0.0001901765,0.00002161423,5.498567e-7,0.00002528437,0.00003845283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301395,"threshold_uncertainty_score":0.6190406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589311751","doi":"10.1016/j.jpsychires.2017.02.015","title":"Efficacy of theta burst stimulation (TBS) for major depression: An exploratory meta-analysis of randomized and sham-controlled trials","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Meta-analysis; Randomized controlled trial; PsycINFO; Medicine; Depression (economics); Internal medicine; Rating scale; Psychology; MEDLINE; Clinical psychology; Developmental psychology","authors":[{"name":"Marcelo T. Berlim","is_ca":true},{"name":"Alexander McGirr","is_ca":true},{"name":"Nicole Rodrigues dos Santos","is_ca":true},{"name":"Sara Tremblay","is_ca":true},{"name":"Ruben Martins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4365652679996126,"gpt":0.5114884541858964,"spread":0.07492318618628374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02834978,0.000186968,0.005072983,0.001699424,0.0004976871,0.0001450498,0.0006866891,0.00009688034,0.000180739],"category_scores_gemma":[0.04127811,0.0001074752,0.002961143,0.0005829579,0.0005058434,0.0003507282,0.00007476213,0.0002563054,6.643573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370469,"about_ca_system_score_gemma":0.000140602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002609466,"about_ca_topic_score_gemma":0.00001418157,"domain_scores_codex":[0.990592,0.004511145,0.002672964,0.0003384871,0.001630898,0.0002545087],"domain_scores_gemma":[0.969259,0.02523513,0.00339146,0.0006458034,0.00131903,0.0001495413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7961372,0.001844892,0.00409655,0.0002540128,0.08541264,0.00001043713,0.003166612,0.009186713,0.09243511,0.002998004,0.0004396352,0.004018169],"study_design_scores_gemma":[0.6635079,0.001844035,0.04638507,0.00003184034,0.2584342,0.000006217492,0.0003669361,0.0166893,0.003342079,0.009036317,0.00006243314,0.0002937001],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745348,0.009729612,0.008662686,0.002210131,0.000433792,0.003823265,0.00007538914,0.00000891405,0.000521424],"genre_scores_gemma":[0.9970035,0.0004328882,0.002151682,0.00001377418,0.0002084628,0.00006941428,6.780178e-7,0.00001626234,0.0001033609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1730215,"threshold_uncertainty_score":0.9825523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117238215","doi":"10.1016/j.jpsychires.2008.12.005","title":"Interpersonal problems associated with narcissism among psychiatric outpatients","year":2009,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":131,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"University of Alberta","keywords":"Narcissism; Psychology; Psychiatry; Interpersonal communication; Clinical psychology; Interpersonal relationship; Poison control; Medicine; Medical emergency; Social psychology","authors":[{"name":"John S. Ogrodniczuk","is_ca":true},{"name":"William E. Piper","is_ca":true},{"name":"Anthony S. Joyce","is_ca":true},{"name":"Paul Ian Steinberg","is_ca":true},{"name":"Satna Duggal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05573538953869796,"gpt":0.3892944956505303,"spread":0.3335591061118323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004142689,0.000341221,0.0006582742,0.001853408,0.0003689219,0.0001211397,0.001041531,0.0003800998,0.0008254533],"category_scores_gemma":[0.0002247078,0.000255594,0.000385602,0.002740189,0.0003418209,0.0002413071,0.00003880466,0.002242887,0.000109821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705484,"about_ca_system_score_gemma":0.000300928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100949,"about_ca_topic_score_gemma":0.0001126892,"domain_scores_codex":[0.9939662,0.001294623,0.001167507,0.0005494226,0.00185274,0.001169537],"domain_scores_gemma":[0.9967541,0.0003220094,0.0008882589,0.0005120841,0.001051446,0.0004721216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002627583,0.00461537,0.7874373,0.00003554422,0.0005029849,0.000299145,0.008768274,0.00002364628,0.00003500972,0.001818382,0.1639815,0.02985532],"study_design_scores_gemma":[0.006071629,0.0109048,0.9648712,0.0001424231,0.0001094336,0.0003619347,0.002840074,0.00003072214,0.000001167774,0.008457693,0.005798381,0.0004104986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574099,0.003793138,0.0004090159,0.005497366,0.001994246,0.0004859986,0.00001503817,0.00003349172,0.03036178],"genre_scores_gemma":[0.9958276,0.0001309723,0.0007084521,0.0004934007,0.0007566719,0.00001694911,0.000008615018,0.00003741961,0.002019989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.177434,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767013579","doi":"10.1016/j.jpsychires.2017.10.008","title":"Predictors of long-term recovery in anorexia nervosa and bulimia nervosa: Data from a 22-year longitudinal study","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Institute of Mental Health","keywords":"Bulimia nervosa; Anorexia nervosa; Depression (economics); Eating disorders; Longitudinal study; Binge eating; Comorbidity; Psychiatry; Body mass index; Psychology; Clinical psychology; Odds ratio; Medicine; Internal medicine","authors":[{"name":"­Debra L. Franko","is_ca":false},{"name":"Nassim Tabri","is_ca":true},{"name":"Aparna Keshaviah","is_ca":false},{"name":"Helen Burton Murray","is_ca":false},{"name":"David B. Herzog","is_ca":false},{"name":"Jennifer J. Thomas","is_ca":false},{"name":"Kathryn Coniglio","is_ca":false},{"name":"Pamela K. Keel","is_ca":false},{"name":"Kamryn T. Eddy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1639264877489612,"gpt":0.4572916615999699,"spread":0.2933651738510087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003473465,0.0001923611,0.0005543098,0.000802236,0.0002866026,0.0002034872,0.002011747,0.0001807972,0.0005779198],"category_scores_gemma":[0.0003965135,0.0001572171,0.000105032,0.000415995,0.0002829611,0.000406504,0.0006342641,0.001185478,0.00002050938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735147,"about_ca_system_score_gemma":0.0002219782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529874,"about_ca_topic_score_gemma":0.001823023,"domain_scores_codex":[0.9963543,0.0006086957,0.0009858492,0.0005235677,0.001032767,0.00049475],"domain_scores_gemma":[0.9965498,0.0003580226,0.0008450429,0.001734961,0.0003089692,0.0002031523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048998,0.002060821,0.9745203,0.00002898587,0.0001956,0.0003640793,0.0006539806,0.000001513271,0.00004043167,0.00001335273,0.01601882,0.005053134],"study_design_scores_gemma":[0.00351609,0.00281364,0.9913593,0.00008455301,0.0001190592,0.00003809264,0.001561543,0.000005770346,0.000001053584,0.0003327982,0.00003393934,0.0001341814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943262,0.002181233,0.00001885821,0.0003676817,0.001433074,0.0003917048,0.00004977755,0.000005284988,0.001226202],"genre_scores_gemma":[0.9979677,0.0004748002,0.0004993797,0.000006092311,0.0007354376,0.000006203354,0.000012454,0.00002980431,0.0002680801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016839,"threshold_uncertainty_score":0.6411127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187048307","doi":"10.1016/j.jpsychires.2015.10.015","title":"Nod-like receptor pyrin containing 3 (NLRP3) in the post-mortem frontal cortex from patients with bipolar disorder: A potential mediator between mitochondria and immune-activation","year":2015,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":129,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Mental Health Foundation; Brain Research Foundation; Brain and Behavior Research Foundation","keywords":"Pyrin domain; Mediator; Bipolar disorder; Frontal cortex; Mitochondrion; Neuroscience; Receptor; Immune system; Nod; Psychology; Medicine; Biology; Internal medicine; Inflammasome; Immunology; Endocrinology; Cell biology; Diabetes mellitus","authors":[{"name":"Helena Kyunghee Kim","is_ca":true},{"name":"Ana C. Andreazza","is_ca":true},{"name":"Nika Elmi","is_ca":true},{"name":"Wenjun Chen","is_ca":true},{"name":"L. Trevor Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0318497978103801,"gpt":0.3014372805774175,"spread":0.2695874827670374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286748,0.000181965,0.0003188381,0.000597547,0.0002297263,0.0001909897,0.0006535479,0.0001132725,0.00004081989],"category_scores_gemma":[0.000867018,0.0001163601,0.00008277802,0.000924307,0.0001967881,0.0004847131,0.00009657747,0.001035994,0.00001555762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025517,"about_ca_system_score_gemma":0.0003873165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005863349,"about_ca_topic_score_gemma":0.0001016753,"domain_scores_codex":[0.9958718,0.0009141305,0.000613168,0.0003304773,0.001822817,0.0004475376],"domain_scores_gemma":[0.9981024,0.0006588494,0.0003991183,0.0002546464,0.0003540643,0.0002309827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004025365,0.0007967,0.9564984,0.00002353452,0.00005947185,0.00003793513,0.005122952,0.00001183868,0.0195053,0.00007893259,0.003135944,0.01070358],"study_design_scores_gemma":[0.00782514,0.002678223,0.9791927,0.00005198389,0.00002045113,0.00001127266,0.005987308,0.00006263359,0.0006016113,0.000618218,0.002736054,0.0002144328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960611,0.0009098773,0.0001451895,0.001668432,0.000565937,0.0005045296,0.00004042961,0.000009066583,0.00009539698],"genre_scores_gemma":[0.9987815,0.00008704633,0.0004990041,0.0001225371,0.0004399273,0.000008879445,0.00001545839,0.00002742838,0.00001824577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02269422,"threshold_uncertainty_score":0.4745027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}