{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"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":"c43715ec1527","filters":{"venue":"Borderline Personality Disorder and Emotion Dysregulation"}},"results":[{"id":"W2043916035","doi":"10.1186/s40479-015-0030-0","title":"Stigma towards borderline personality disorder: effectiveness and generalizability of an anti-stigma program for healthcare providers using a pre-post randomized design","year":2015,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Calgary; Foothills Medical Centre; Mental Health Commission of Canada","funders":"Health Canada; Mental Health Commission","keywords":"Borderline personality disorder; Generalizability theory; Repeated measures design; Psychology; Mental illness; Stigma (botany); Clinical psychology; Mental health; Psychiatry; Developmental psychology","authors":[{"name":"Stephanie Knaak","is_ca":true},{"name":"Andrew C. H. Szeto","is_ca":true},{"name":"Kathryn Fitch","is_ca":true},{"name":"Geeta Modgill","is_ca":true},{"name":"Scott B. Patten","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05258581560629654,"gpt":0.372982002772213,"spread":0.3203961871659164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162615,0.00187062,0.003222513,0.002601756,0.00160199,0.001281467,0.002185711,0.003583723,0.0127868],"category_scores_gemma":[0.01843088,0.001456305,0.002680115,0.001246325,0.002251915,0.001666179,0.001860291,0.002742025,0.001041839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180936,"about_ca_system_score_gemma":0.004756647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960135,"about_ca_topic_score_gemma":0.003042375,"domain_scores_codex":[0.9827685,0.01069167,0.001693057,0.00172318,0.001484211,0.001639414],"domain_scores_gemma":[0.9823548,0.009832263,0.002407621,0.002219184,0.001296777,0.001889316],"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":[0.5573315,0.3802788,0.001600454,0.0008510028,0.0003874734,0.00007257078,0.000524624,0.000753199,0.002558744,0.0002727877,0.0003437646,0.05502524],"study_design_scores_gemma":[0.2847215,0.7052094,0.006922259,0.00004915367,0.0002646693,0.0000131605,0.0001453695,0.0006692004,0.001360751,0.0001846825,0.0004350504,0.00002468596],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908155,0.0002096114,0.002251426,0.0002322321,0.0004417131,0.103687,0.0004999161,0.0002168532,0.001645706],"genre_scores_gemma":[0.8056805,0.0004209966,0.01642747,0.0004274857,0.0006394637,0.1729965,0.0003438581,0.00005282017,0.00301088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127868,"threshold_uncertainty_score":0.06148571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2929297540","doi":"10.1186/s40479-019-0100-9","title":"Longitudinal associations between non-suicidal self-injury and borderline personality disorder in adolescents: a literature review","year":2019,"lang":"en","type":"review","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster Children's Hospital; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Borderline personality disorder; PsycINFO; Clinical psychology; Epidemiology; Poison control; Biosocial theory; Injury prevention; Psychological intervention; Longitudinal study; Population; Psychology; Psychiatry; MEDLINE; Medicine; Personality; Medical emergency","authors":[{"name":"Victoria Stead","is_ca":true},{"name":"Khrista Boylan","is_ca":true},{"name":"Louis A. Schmidt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0433819185191064,"gpt":0.3646489531382761,"spread":0.3212670346191697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004392143,0.0006457918,0.002924156,0.01364877,0.0005620107,0.002044551,0.00148412,0.001689459,0.002723837],"category_scores_gemma":[0.02086078,0.0008573058,0.002622228,0.01480342,0.0006609877,0.002223725,0.001067586,0.0008448098,0.0003205277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001970766,"about_ca_system_score_gemma":0.007458479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007087554,"about_ca_topic_score_gemma":0.01312581,"domain_scores_codex":[0.9972667,0.0005467961,0.001406866,0.0003310292,0.0003678876,0.00008071982],"domain_scores_gemma":[0.9690123,0.02394776,0.004446682,0.0003013437,0.001999996,0.0002918624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001851046,0.00005457183,0.009881323,0.8262663,0.0032032,0.0005493222,0.001095841,0.0001138771,0.0001988573,0.0004646599,0.003379037,0.1546079],"study_design_scores_gemma":[0.00005412683,0.0002282246,0.04075239,0.8944398,0.02163128,0.002416013,0.001610891,0.00009928228,0.0001848591,0.0003968478,0.03812532,0.00006096966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001894013,0.9973552,0.00005188099,0.0001781943,0.00005025036,0.00004725963,0.0002268391,0.000003725811,0.0001926944],"genre_scores_gemma":[0.008871083,0.9903656,0.0002302475,0.0001752816,0.00006260911,0.00008917264,0.0001638696,0.000001817256,0.0000402665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01364877,"threshold_uncertainty_score":0.02322817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977391299","doi":"10.1186/s40479-015-0029-6","title":"New-born females show higher stress- and genotype-independent methylation of SLC6A4 than males","year":2015,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Bundesministerium für Bildung und Forschung","keywords":"Methylation; CpG site; DNA methylation; Epigenetics; Serotonin transporter; Genotype; Prenatal stress; Biology; Pregnancy; Genetics; Physiology; Psychology; Gene; Offspring; Gene expression","authors":[{"name":"Helene Dukal","is_ca":false},{"name":"Josef Frank","is_ca":false},{"name":"Maren Lang","is_ca":false},{"name":"Jens Treutlein","is_ca":false},{"name":"Maria Gilles","is_ca":false},{"name":"Isabell Wolf","is_ca":false},{"name":"Bertram Krumm","is_ca":false},{"name":"Renaud Massart","is_ca":true},{"name":"Moshe Szyf","is_ca":true},{"name":"Manfred Laucht","is_ca":false},{"name":"Michael Deuschle","is_ca":false},{"name":"Marcella Rietschel","is_ca":false},{"name":"Stephanie H. Witt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03025534774358921,"gpt":0.2873645793014017,"spread":0.2571092315578125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009793349,0.0001669625,0.0001948938,0.0002195427,0.0001556395,0.0001684276,0.00007983934,0.0001750013,0.005962905],"category_scores_gemma":[0.0002489373,0.00009101912,0.0001879803,0.0001266929,0.00009911435,0.00006376927,0.0001385661,0.0001923314,0.0004605006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008438767,"about_ca_system_score_gemma":0.00009639446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159756,"about_ca_topic_score_gemma":0.001486557,"domain_scores_codex":[0.9999101,0.00001271105,0.000005815341,0.000033936,0.00001992485,0.00001753127],"domain_scores_gemma":[0.9998135,0.00002490997,0.00008084698,0.00001329003,0.00001880364,0.00004871042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001113504,0.00008436491,0.7416174,0.00008377027,0.0001958871,0.0004798075,0.0004334316,0.00003220392,0.2401331,0.00006839073,0.0003087335,0.01544938],"study_design_scores_gemma":[0.000004331404,0.0001383037,0.9952992,0.000004606427,0.0000256317,0.000701558,0.00009912712,0.00003555569,0.003335622,0.00002499142,0.0003282118,0.000002939427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987639,0.0002614178,0.0001755121,0.00003575423,0.00001109442,0.000003240027,0.000293314,0.000008351802,0.0004473884],"genre_scores_gemma":[0.9980783,0.0001819792,0.0002282809,0.00003999509,0.000007484487,0.00001117602,0.0002327721,0.000007219567,0.001212762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962905,"threshold_uncertainty_score":0.01994789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165149430","doi":"10.1186/2051-6673-1-13","title":"Chronic complex dissociative disorders and borderline personality disorder: disorders of emotion dysregulation?","year":2014,"lang":"en","type":"review","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Borderline personality disorder; Dissociative; Dissociative disorders; Psychology; Dissociative identity disorder; Clinical psychology; Comorbidity; Personality disorders; Psychiatry; Psychotherapist; Personality; Psychoanalysis","authors":[{"name":"Bethany L. Brand","is_ca":false},{"name":"Ruth A. Lanius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02854738102977563,"gpt":0.332039337794149,"spread":0.3034919567643733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437285,0.0005127892,0.001126909,0.0016651,0.0003404006,0.001008212,0.0005332977,0.001051377,0.002344002],"category_scores_gemma":[0.001054681,0.0002141234,0.0004445386,0.00206786,0.0005901282,0.001066791,0.0007099085,0.001274529,0.0006120364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981018,"about_ca_system_score_gemma":0.001228716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630643,"about_ca_topic_score_gemma":0.002977148,"domain_scores_codex":[0.9997755,0.00005522252,0.00004806499,0.00003584951,0.00006554498,0.00001983014],"domain_scores_gemma":[0.9996424,0.0001828401,0.00007699931,0.000008896256,0.00005950851,0.00002946084],"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":[0.00006261872,0.00005570226,0.0009173898,0.02419017,0.0001755762,0.0004080799,0.0002624028,0.0001426899,0.0004639058,0.004006837,0.01383618,0.9554784],"study_design_scores_gemma":[0.00003942875,0.0001620403,0.01058916,0.02722361,0.0004696553,0.01476372,0.0009306698,0.0001676626,0.0003815388,0.007531007,0.937681,0.00006049978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001443096,0.9989604,0.00004391597,0.0002596052,0.00008099391,0.000002644802,0.000005937675,0.000001681674,0.0005005194],"genre_scores_gemma":[0.001451093,0.9978903,0.0001041632,0.0001682903,0.0001484971,0.000004121589,0.00001324005,5.406283e-7,0.0002197278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002344002,"threshold_uncertainty_score":0.007841527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119106165","doi":"10.1186/s40479-020-00142-6","title":"“How many times did I not want to live a life because of him”: the complex connections between child sexual abuse, disclosure, and self-injurious thoughts and behaviors","year":2021,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Carleton University; University of Toronto; Université du Québec à Chicoutimi; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Thematic analysis; Sexual abuse; Child sexual abuse; Clinical psychology; Intervention (counseling); Qualitative research; Suicide prevention; Poison control; Developmental psychology; Psychiatry; Medicine","authors":[{"name":"Delphine Collin‐Vézina","is_ca":true},{"name":"Mireille De La Sablonnière-Griffin","is_ca":true},{"name":"Marudan Sivagurunathan","is_ca":true},{"name":"Rusan Lateef","is_ca":true},{"name":"Ramona Alaggia","is_ca":true},{"name":"Rosaleen McElvaney","is_ca":false},{"name":"Megan Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03356138496039904,"gpt":0.3063816133550162,"spread":0.2728202283946172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01773019,0.0002544888,0.0007151439,0.001379252,0.0007750201,0.00219032,0.0009206841,0.000546447,0.001700778],"category_scores_gemma":[0.04765989,0.000337422,0.001438896,0.003530246,0.001686672,0.00290475,0.001496309,0.001667208,0.00007598827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612837,"about_ca_system_score_gemma":0.003237885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404532,"about_ca_topic_score_gemma":0.0230311,"domain_scores_codex":[0.9900014,0.00778026,0.0006634189,0.0004312982,0.0008759377,0.0002477425],"domain_scores_gemma":[0.9404311,0.04857974,0.008143371,0.0007757409,0.001544738,0.0005251797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004657787,0.00009772683,0.763517,0.01573532,0.006772075,0.0006618753,0.08186483,0.0003338166,0.0001282761,0.003423705,0.002829259,0.1241704],"study_design_scores_gemma":[0.00008905103,0.0002388431,0.8378698,0.0235614,0.005233805,0.002336971,0.1098869,0.001107023,0.0002426263,0.006693995,0.01264149,0.00009798285],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593141,0.2174781,0.001616811,0.01700141,0.0001777654,0.0001391582,0.0008687004,0.00001318076,0.003390803],"genre_scores_gemma":[0.9497885,0.04728756,0.00130772,0.001064315,0.00006014466,0.00008773842,0.0002487602,0.00000925408,0.0001460534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01773019,"threshold_uncertainty_score":0.09376734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128172410","doi":"10.1186/s40479-021-00146-w","title":"Latent profiles of patients with borderline pathology based on the alternative DSM-5 model for personality disorders","year":2021,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; The Quebec Population Health Research Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Personality pathology; Borderline personality disorder; Operationalization; Psychology; Impulsivity; Personality disorders; Clinical psychology; Personality; DSM-5; Interpersonal communication; Social psychology","authors":[{"name":"Dominick Gamache","is_ca":true},{"name":"Claudia Savard","is_ca":true},{"name":"Philippe Leclerc","is_ca":true},{"name":"Maude Payant","is_ca":true},{"name":"Alexandre Côté","is_ca":true},{"name":"Jonathan Faucher","is_ca":true},{"name":"Mireille Lampron","is_ca":true},{"name":"Marc Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02531088287757543,"gpt":0.2906587606074389,"spread":0.2653478777298635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725569,0.0005195645,0.0004283572,0.00123219,0.0006768413,0.001354744,0.0004183815,0.000402751,0.002110638],"category_scores_gemma":[0.005458434,0.0002512392,0.0009314619,0.0008046841,0.0005501261,0.000553522,0.001412794,0.0009543979,0.0003074047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009341104,"about_ca_system_score_gemma":0.001187381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884466,"about_ca_topic_score_gemma":0.002603689,"domain_scores_codex":[0.9991235,0.0004235449,0.00008498936,0.0001194789,0.0001288304,0.0001196032],"domain_scores_gemma":[0.9985066,0.0005590328,0.0004321847,0.0001080216,0.0001573993,0.0002367623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003201187,0.0001446131,0.9892335,0.00002393842,0.00007579487,0.0001536262,0.001043968,0.0009743695,0.00062613,0.0006503598,0.0002426414,0.006510806],"study_design_scores_gemma":[0.0001049121,0.0004235917,0.9541559,0.00007669423,0.0001283106,0.001294582,0.004182933,0.03214181,0.000372454,0.006646518,0.0004324112,0.00003972153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996525,0.0000337215,0.002649463,0.000134998,0.000003015996,0.00006519831,0.0002214381,0.000009359935,0.0003578571],"genre_scores_gemma":[0.9981217,0.00002243529,0.001315933,0.00001161764,0.000001759263,0.00004433418,0.0004279011,0.000002131016,0.00005206813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002884466,"threshold_uncertainty_score":0.009125769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771504503","doi":"10.1186/s40479-017-0076-2","title":"A prospective, longitudinal, study of men with borderline personality disorder with and without comorbid antisocial personality disorder","year":2017,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital Louis-H Lafontaine; McGill University; Research Unit on Children's Psychosocial Maladjustment; Institut Universitaire en Santé Mentale de Québec","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Antisocial personality disorder; Borderline personality disorder; Psychopathy; Psychology; Psychiatry; Anxiety; Conduct disorder; Clinical psychology; Personality disorders; Psychopathology; Comorbidity; Depression (economics); Poison control; Personality; Injury prevention; Medicine","authors":[{"name":"Marie-Pier Robitaille","is_ca":true},{"name":"Dave Checknita","is_ca":false},{"name":"Frank Vitaro","is_ca":true},{"name":"Richard E. Tremblay","is_ca":true},{"name":"Joel Paris","is_ca":true},{"name":"Sheilagh Hodgins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03182664481581982,"gpt":0.3372752938549581,"spread":0.3054486490391383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009711568,0.0004444755,0.0004556815,0.001058181,0.002096626,0.0009819125,0.0004418787,0.0006629744,0.001830764],"category_scores_gemma":[0.001816081,0.001013193,0.0004207023,0.001167128,0.0004084486,0.001245382,0.0008207185,0.001550026,0.0005873686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808309,"about_ca_system_score_gemma":0.0006525714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564675,"about_ca_topic_score_gemma":0.02103895,"domain_scores_codex":[0.999388,0.0001409071,0.00004605075,0.0001611636,0.0001248526,0.0001389589],"domain_scores_gemma":[0.9987507,0.0001287089,0.0003565248,0.00009691316,0.0001732443,0.0004939458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005986535,0.0001097737,0.9989275,0.000003756185,0.00001812853,0.0001059084,0.000250844,0.000006464483,0.00008656579,0.000007303643,0.00006234992,0.0003614568],"study_design_scores_gemma":[0.00001108361,0.0002882309,0.9981709,0.000005616437,0.00001813371,0.0005032638,0.0007661353,0.0000404245,0.00002109063,0.00001064615,0.0001600903,0.000004402434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993116,0.000114309,0.00004097057,0.00002976985,0.000006588986,0.00001583929,0.0002779163,0.000003367103,0.0001996739],"genre_scores_gemma":[0.9988543,0.0001273812,0.0001276335,0.00005772368,0.00001024307,0.00002488717,0.0004799044,0.000002257515,0.0003156113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01564675,"threshold_uncertainty_score":0.03111136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561142003","doi":"10.1186/s40479-016-0051-3","title":"Affective instability and impulsivity predict nonsuicidal self-injury in the general population: a longitudinal analysis","year":2016,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Impulsivity; Psychology; Population; Clinical psychology; Poison control; Injury prevention; Psychiatry; Medicine; Medical emergency","authors":[{"name":"Evyn M. Peters","is_ca":true},{"name":"Marilyn Baetz","is_ca":true},{"name":"Steven Marwaha","is_ca":false},{"name":"Lloyd Balbuena","is_ca":true},{"name":"Rudy Bowen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01732908949024119,"gpt":0.3112194944445137,"spread":0.2938904049542725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370885,0.0002863573,0.0003124207,0.0008661625,0.0006302786,0.0007058538,0.0005246826,0.0004720447,0.001336363],"category_scores_gemma":[0.002710383,0.0004603645,0.0007056661,0.0007196742,0.0003113927,0.0004795374,0.0006326555,0.001016607,0.0002147892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535459,"about_ca_system_score_gemma":0.0005239432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02032266,"about_ca_topic_score_gemma":0.02279136,"domain_scores_codex":[0.9995831,0.0001516894,0.00003913661,0.00008082249,0.00006663765,0.0000787132],"domain_scores_gemma":[0.9984419,0.0001986362,0.0006210831,0.0001710102,0.0002233714,0.000344021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003852431,0.00004164363,0.9993649,0.000001482159,0.00003914169,0.00002092847,0.00005919126,0.00001221545,0.00003672736,0.000004337169,0.00002616261,0.0003546522],"study_design_scores_gemma":[0.00000384675,0.0000766638,0.9994708,0.000002460038,0.00002348234,0.00006595075,0.0001406714,0.000151074,0.0000149627,0.00001148486,0.00003650742,0.000002165281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996625,0.00007122998,0.0000490968,0.00002294345,0.000001984794,0.000005115901,0.0001028785,0.00000200721,0.00008218271],"genre_scores_gemma":[0.999514,0.00005750562,0.00007506816,0.00001256237,0.000003060484,0.000007079355,0.0002282908,0.000001129156,0.0001012955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032266,"threshold_uncertainty_score":0.04040873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983392539","doi":"10.1186/s40479-019-0114-3","title":"A negative bias in decoding positive social cues characterizes emotion processing in patients with symptom-remitted Borderline Personality Disorder","year":2019,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Universität Heidelberg; Deutsche Forschungsgemeinschaft","keywords":"Psychology; Borderline personality disorder; Personality; Decoding methods; Cognitive psychology; Attentional bias; Clinical psychology; Social psychology; Computer science; Psychiatry; Cognition","authors":[{"name":"Nikolaus Kleindienst","is_ca":false},{"name":"Sophie Hauschild","is_ca":false},{"name":"Lisa Liebke","is_ca":false},{"name":"Janine Thome","is_ca":true},{"name":"Katja Bertsch","is_ca":false},{"name":"Saskia Hensel","is_ca":false},{"name":"Stefanie Lis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01925217894653369,"gpt":0.29420266018108,"spread":0.2749504812345463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002967768,0.0002573642,0.0002385092,0.0003568075,0.0003360065,0.0003800959,0.0001472048,0.000260523,0.0009714581],"category_scores_gemma":[0.002618218,0.0001295366,0.0001304926,0.0001652625,0.0003214335,0.000158413,0.0003436487,0.0003236259,0.0001633179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838926,"about_ca_system_score_gemma":0.00009344485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067743,"about_ca_topic_score_gemma":0.001646311,"domain_scores_codex":[0.9998125,0.00004208329,0.00002634284,0.00003701787,0.00005362052,0.00002844884],"domain_scores_gemma":[0.999115,0.0001792937,0.0004322744,0.00004594427,0.00009783504,0.0001296896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007834136,0.0001029331,0.960473,0.0000715105,0.00004873556,0.00104399,0.001368234,0.0001145,0.02376396,0.00003125904,0.0001976769,0.01200082],"study_design_scores_gemma":[0.000006851059,0.0001765468,0.9966584,0.000005990429,0.00001174016,0.00192106,0.0004562807,0.0001747964,0.0004679037,0.00003883892,0.00007693818,0.000004613756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999736,0.00004241246,0.0000571418,0.00001146829,0.000001893205,0.000002604533,0.00001528721,0.000002132251,0.0001310276],"genre_scores_gemma":[0.9998319,0.00002055647,0.00006790836,0.00000753004,0.000001963156,0.000002510266,0.00003074505,8.651278e-7,0.0000359959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067743,"threshold_uncertainty_score":0.003249884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168795785","doi":"10.1186/2051-6673-1-17","title":"Altered connectivity within the salience network during direct eye gaze in PTSD","year":2014,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Gaze; Insula; Amygdala; Functional magnetic resonance imaging; Salience (neuroscience); Default mode network; Functional connectivity; Audiology; Anterior cingulate cortex; Developmental psychology; Clinical psychology; Neuroscience; Cognition; Medicine","authors":[{"name":"Janine Thome","is_ca":true},{"name":"Paul Frewen","is_ca":true},{"name":"Judith K. Daniels","is_ca":false},{"name":"Maria Densmore","is_ca":true},{"name":"Ruth A. Lanius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03170322779653979,"gpt":0.3325286003681506,"spread":0.3008253725716108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191118,0.0001338645,0.0001179425,0.0004060709,0.0002428665,0.0002056845,0.00009873597,0.0001126063,0.001679075],"category_scores_gemma":[0.000604633,0.0001010039,0.000100176,0.0002090788,0.0002370489,0.0001736799,0.0003080234,0.0001468438,0.00006416394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461397,"about_ca_system_score_gemma":0.0001451955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003271081,"about_ca_topic_score_gemma":0.007776433,"domain_scores_codex":[0.9999449,0.00001066083,0.000002886537,0.00001725088,0.00001011965,0.00001416817],"domain_scores_gemma":[0.9998005,0.00005129684,0.00008987683,0.00001056477,0.00002217641,0.00002564714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001567659,0.0001157927,0.6708437,0.0002287319,0.0001832443,0.00109582,0.004826365,0.0007990364,0.2934394,0.0003920408,0.0004621351,0.02604618],"study_design_scores_gemma":[0.000004839773,0.00007637584,0.997205,0.000006210991,0.00001625714,0.0003812026,0.0003641666,0.0003306853,0.001379239,0.0001242904,0.0001089515,0.00000279421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994791,0.00004386471,0.0002077138,0.00001348459,7.301222e-7,0.000004501051,0.00006130634,0.000002664852,0.0001867468],"genre_scores_gemma":[0.9995758,0.00004761957,0.000197191,0.000005147889,0.00000197896,0.000007176636,0.0000808266,0.000001744912,0.00008248155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003271081,"threshold_uncertainty_score":0.006504059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206134265","doi":"10.1186/s40479-021-00166-6","title":"Examining emotion regulation in binge-eating disorder","year":2021,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Binge-eating disorder; Binge eating; Psychology; Eating disorders; Obesity; Clinical psychology; Psychiatry; Medicine; Bulimia nervosa; Endocrinology","authors":[{"name":"Anna Walenda","is_ca":false},{"name":"Barbara Kostecka","is_ca":false},{"name":"Philip Santangelo","is_ca":false},{"name":"Katarzyna Kucharska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03810884582231885,"gpt":0.313526865078905,"spread":0.2754180192565862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952641,0.0002686572,0.0003097228,0.0006662859,0.0002848026,0.0004207521,0.0001912097,0.0002679847,0.001032787],"category_scores_gemma":[0.001475997,0.0001145564,0.0002632925,0.0006069136,0.0002129117,0.000233602,0.0005250178,0.0004773644,0.0001098831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092876,"about_ca_system_score_gemma":0.0001814491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242487,"about_ca_topic_score_gemma":0.001868671,"domain_scores_codex":[0.9997707,0.00009718085,0.00003255697,0.00003158296,0.00003496192,0.0000331432],"domain_scores_gemma":[0.9995217,0.0001915274,0.0001476628,0.00001541424,0.00005917086,0.00006450763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000334241,0.0002235611,0.9749176,0.0002100863,0.0001021094,0.0001654523,0.001861293,0.00008737762,0.002082163,0.00003277783,0.0001209073,0.01986265],"study_design_scores_gemma":[0.000009396854,0.0002445583,0.9981674,0.0000183892,0.00002965865,0.0002861779,0.000725846,0.0000767722,0.0001883853,0.00004567202,0.0002047848,0.000003005105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983224,0.000687877,0.0001374712,0.00004877113,0.000006005554,0.0000356592,0.0000613853,0.00000259743,0.0006978215],"genre_scores_gemma":[0.9985341,0.0005070712,0.0005065456,0.00004272556,0.000009124375,0.00007689311,0.0001346216,0.000001309678,0.0001875548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242487,"threshold_uncertainty_score":0.004205763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280501433","doi":"10.1186/s40479-022-00185-x","title":"The who and what of validation: an experimental examination of validation and invalidation of specific emotions and the moderating effect of emotion dysregulation","year":2022,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; Toronto Metropolitan University; York University","funders":"","keywords":"Psychology; Social psychology; Cognitive psychology","authors":[{"name":"Janice R. Kuo","is_ca":false},{"name":"Skye Fitzpatrick","is_ca":true},{"name":"Jennifer Ip","is_ca":true},{"name":"Amanda A. Uliaszek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02789998318683194,"gpt":0.3126523854602786,"spread":0.2847524022734467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007338035,0.0003894323,0.0006211039,0.000260778,0.0006893178,0.001080711,0.0004966803,0.0005353479,0.002912242],"category_scores_gemma":[0.04828871,0.0005054197,0.0002971307,0.0001645208,0.001970484,0.0009614528,0.00123572,0.001404801,0.0001266325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004990472,"about_ca_system_score_gemma":0.0007151053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004277281,"about_ca_topic_score_gemma":0.0004836196,"domain_scores_codex":[0.9944471,0.003633472,0.0004001202,0.0006479329,0.0006386711,0.0002327774],"domain_scores_gemma":[0.9150294,0.06640136,0.01014315,0.005399044,0.001464978,0.001562122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.112437,0.05911228,0.4681295,0.001326791,0.001005379,0.0004625135,0.05016014,0.001451155,0.1612162,0.005716251,0.0009471987,0.1380357],"study_design_scores_gemma":[0.002961773,0.06133894,0.8872175,0.0002073868,0.0006007385,0.0003669969,0.005965142,0.005000995,0.02979632,0.003760962,0.002604301,0.0001790834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988503,0.00003180759,0.0003897952,0.00003136437,0.000008888037,0.00007831912,0.00001331883,0.000004112274,0.0005920774],"genre_scores_gemma":[0.9978524,0.00003938038,0.0012827,0.00005305212,0.00001162391,0.0004076204,0.0000271282,0.000008067566,0.0003179047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007338035,"threshold_uncertainty_score":0.03880769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149527445","doi":"10.1186/2051-6673-1-16","title":"Psychotherapy for suicidal patients with borderline personality disorder: an expert consensus review of common factors across five therapies","year":2014,"lang":"en","type":"review","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Weill Cornell Medical College; Uniformed Services University of the Health Sciences; Department of Biotechnology, Ministry of Science and Technology, India; School of Medicine, Case Western Reserve University; University of California, San Francisco; Georgetown University; State University of New York; York University; George Washington University; Louisiana Board of Regents; Case Western Reserve University; Menninger Clinic; American Psychiatric Publishing; American Psychoanalytic Association; American Foundation for Suicide Prevention","keywords":"Borderline personality disorder; Psychotherapist; Psychology; Personality; Personality disorders; Clinical psychology; Psychiatry; Social psychology","authors":[{"name":"William H. Sledge","is_ca":false},{"name":"Eric M. Plakun","is_ca":false},{"name":"Stephen F. Bauer","is_ca":false},{"name":"Beth S. Brodsky","is_ca":false},{"name":"Eve Caligor","is_ca":false},{"name":"Norman A. Clemens","is_ca":false},{"name":"Serina Deen","is_ca":false},{"name":"Jerald Kay","is_ca":false},{"name":"Susan G. Lazar","is_ca":false},{"name":"Lisa A. Mellman","is_ca":false},{"name":"Michael F. Myers","is_ca":false},{"name":"John M. Oldham","is_ca":false},{"name":"Frank E. Yeomans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04360508037236675,"gpt":0.3901603108145202,"spread":0.3465552304421534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03608273,0.001119615,0.00501639,0.01762937,0.001252161,0.003750483,0.003277794,0.003098615,0.001300625],"category_scores_gemma":[0.0737642,0.0008871272,0.004754893,0.01119032,0.001979392,0.004350289,0.003546515,0.002289392,0.0002699317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005727919,"about_ca_system_score_gemma":0.02240098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004355923,"about_ca_topic_score_gemma":0.01262017,"domain_scores_codex":[0.9730667,0.008615361,0.01238733,0.001209321,0.00423188,0.000489286],"domain_scores_gemma":[0.9291842,0.04826628,0.01016356,0.001141774,0.0103757,0.0008684354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001973403,0.00005806186,0.001483661,0.5406127,0.002979663,0.000401639,0.003117613,0.0003055025,0.000421499,0.002852527,0.007175004,0.4403948],"study_design_scores_gemma":[0.0001033356,0.0001700687,0.003014215,0.9148501,0.008541419,0.0007160398,0.00230397,0.0001466302,0.0002709688,0.001970384,0.06786302,0.0000498827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007116801,0.9953881,0.0006667959,0.001978638,0.0003385489,0.0002366145,0.00006282493,0.000008469119,0.0006084281],"genre_scores_gemma":[0.01256951,0.9800092,0.004665812,0.00176236,0.000178737,0.0005493935,0.0001373866,0.000007431759,0.0001201034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03608273,"threshold_uncertainty_score":0.190826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988427575","doi":"10.1186/s40479-019-0112-5","title":"It’s the thought that counts: belief in suicide as an escape moderates the relationship between emotion dysregulation and suicidal ideation cross-sectionally and longitudinally","year":2019,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; University of Toronto","keywords":"Suicidal ideation; Psychology; Emotional dysregulation; Moderation; Clinical psychology; Multilevel model; Suicide prevention; Poison control; Medicine; Social psychology","authors":[{"name":"Nadia Al‐Dajani","is_ca":true},{"name":"Amanda A. Uliaszek","is_ca":true},{"name":"Kevin Hamdullahpur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05671355363115395,"gpt":0.3513216087922381,"spread":0.2946080551610841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390369,0.0001763267,0.000286374,0.000361093,0.0003833544,0.00139863,0.00028254,0.0004532443,0.002078286],"category_scores_gemma":[0.006168562,0.000250553,0.0005141694,0.0002537634,0.0008873664,0.0006462747,0.0007676848,0.001442801,0.0001589249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004003037,"about_ca_system_score_gemma":0.0005194593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192742,"about_ca_topic_score_gemma":0.00292459,"domain_scores_codex":[0.9995083,0.0002034742,0.00003998686,0.00007782922,0.0001169304,0.00005347446],"domain_scores_gemma":[0.995262,0.001146448,0.002203153,0.0003506761,0.0004896536,0.0005480919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088222,0.0001227447,0.9837618,0.00005953663,0.000260866,0.00009870932,0.004097436,0.00007266842,0.00105954,0.000238125,0.0003136009,0.009806191],"study_design_scores_gemma":[0.000006234238,0.0001632651,0.9942378,0.00007250166,0.00009557953,0.0002118921,0.00374098,0.0002229327,0.0001841362,0.0005319956,0.0005219144,0.00001066895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997674,0.0003698799,0.0002268897,0.0008608901,0.00002584611,0.000007223197,0.0000326746,0.000004052136,0.0007986465],"genre_scores_gemma":[0.9991404,0.0002260554,0.0002224939,0.0001287562,0.0000134284,0.00000709555,0.00004773821,0.000001730875,0.0002122329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078286,"threshold_uncertainty_score":0.007353067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220842718","doi":"10.1186/s40479-022-00181-1","title":"The use of buprenorphine/naloxone to treat borderline personality disorder: a case report","year":2022,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Western University; University of Alberta","funders":"","keywords":"Borderline personality disorder; Opioid use disorder; Buprenorphine; Medicine; (+)-Naloxone; Mood; Psychiatry; Opioid; Dosing; Partial agonist; Distress; Agonist; Internal medicine; Clinical psychology","authors":[{"name":"Brenna Hansen","is_ca":true},{"name":"Katelyn M. Inch","is_ca":true},{"name":"Brenna A. Kaschor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04180428856580718,"gpt":0.3158721077905992,"spread":0.274067819224792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000418725,0.001795136,0.000932449,0.002434975,0.003880082,0.001559848,0.001497701,0.005908601,0.001769923],"category_scores_gemma":[0.003253145,0.001272114,0.001762611,0.001574663,0.001908524,0.002269319,0.002085574,0.005028488,0.0007202176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164768,"about_ca_system_score_gemma":0.001072908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581269,"about_ca_topic_score_gemma":0.005896748,"domain_scores_codex":[0.9988751,0.0001683347,0.0001626342,0.0002535335,0.0002506647,0.00028973],"domain_scores_gemma":[0.9977563,0.0005402248,0.0006287088,0.0001224959,0.0001048136,0.0008474701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000112541,0.00003044379,0.002473172,0.0000236478,0.000007634364,0.9959032,0.0002571711,0.00003673834,0.000279162,0.00007802327,0.0002134848,0.0006859605],"study_design_scores_gemma":[0.000003788366,0.00003543583,0.001686379,0.00001435345,0.000006397812,0.9974953,0.0001912249,0.00008941752,0.0001139324,0.00005663488,0.0003005578,0.000006750558],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576492,0.01332988,0.00539394,0.01099477,0.0008524915,0.0002834429,0.0002622011,0.0002278419,0.01100631],"genre_scores_gemma":[0.9913561,0.002766096,0.001887257,0.001523051,0.0008141691,0.00003913341,0.00007745386,0.00002738693,0.001509242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005908601,"threshold_uncertainty_score":0.01195484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036330257","doi":"10.1186/s40479-020-00134-6","title":"Engagement complications of adolescents with borderline personality disorder: navigating through a zone of turbulence","year":2020,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; McGill University Health Centre; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Disengagement theory; Borderline personality disorder; Psychology; Discontinuation; Mental health; Dropout (neural networks); Psychotherapist; Clinical psychology; Psychiatry; Medicine","authors":[{"name":"Lyne Desrosiers","is_ca":true},{"name":"M. Saint-Jean","is_ca":true},{"name":"Lise Laporte","is_ca":true},{"name":"Marie-Michèle Lord","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03834758501985257,"gpt":0.3243869651180091,"spread":0.2860393800981565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725737,0.0001755645,0.0002584915,0.0005818327,0.002205704,0.002394423,0.000483131,0.0005700682,0.0008223695],"category_scores_gemma":[0.007235246,0.0002404949,0.0003567395,0.0004372267,0.001652139,0.001615158,0.003265568,0.001385345,0.00009875058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742163,"about_ca_system_score_gemma":0.001374316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177776,"about_ca_topic_score_gemma":0.008130425,"domain_scores_codex":[0.9983295,0.0009660212,0.00008384883,0.0001047312,0.0002718187,0.0002440454],"domain_scores_gemma":[0.9978172,0.0007446376,0.0008023326,0.00008173995,0.000164478,0.0003896267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000314568,0.0002961647,0.5426069,0.0002350532,0.00004136897,0.002803026,0.4006779,0.000254928,0.002174524,0.002689395,0.0009029151,0.04700328],"study_design_scores_gemma":[0.0000172149,0.0003955383,0.5636986,0.0002641381,0.00002961098,0.003050189,0.424069,0.0008350335,0.0005916404,0.001964585,0.005045191,0.00003947003],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978955,0.0002199849,0.0004736938,0.000429222,0.000006318668,0.00002070245,0.00001625062,0.000006880101,0.0009314379],"genre_scores_gemma":[0.9994195,0.0001048794,0.0002736027,0.00004035555,0.000002203675,0.00001511034,0.00002602317,0.000002235422,0.0001161312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004177776,"threshold_uncertainty_score":0.01264036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889851833","doi":"10.1186/s40479-018-0092-x","title":"Rapid emotional response and disadvantageous Iowa gambling task performance in women with borderline personality disorder","year":2018,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Borderline personality disorder; Iowa gambling task; Impulsivity; Psychology; Emotive; Inhibitory control; Clinical psychology; Emotional dysregulation; Developmental psychology; Psychiatry; Cognition","authors":[{"name":"Jeannette LeGris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992623715637084,"gpt":0.3016135869480575,"spread":0.2816873497916866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412783,0.000313918,0.0002362315,0.0004441324,0.0004001572,0.0003305332,0.0001625466,0.0003166865,0.00113833],"category_scores_gemma":[0.002057604,0.0002273865,0.0001704372,0.0002959596,0.0002496621,0.0001334919,0.0003507491,0.0003993528,0.0001954727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482675,"about_ca_system_score_gemma":0.0001263419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428729,"about_ca_topic_score_gemma":0.006165987,"domain_scores_codex":[0.9998544,0.00004002708,0.0000184029,0.00002739671,0.00003273445,0.00002698658],"domain_scores_gemma":[0.9994276,0.0001077679,0.0002872251,0.00002570649,0.00004046872,0.0001111417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001501448,0.00004856188,0.9966733,0.000009608977,0.00001479735,0.0003496829,0.000222084,0.00002661563,0.0007081332,0.000009484123,0.00006160126,0.001726093],"study_design_scores_gemma":[0.000003842597,0.0001074431,0.9985233,0.000005078802,0.000008909836,0.0008992323,0.0002250337,0.00009506635,0.00006516279,0.00001630343,0.00004879471,0.000001720441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997119,0.00005048235,0.00002256096,0.00002159444,0.000002498589,0.000003519666,0.00003885162,0.000001650015,0.0001469627],"genre_scores_gemma":[0.9998108,0.0000242448,0.00004105962,0.000009882938,0.000001579336,0.000003354794,0.00004846456,5.228528e-7,0.00006016495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00428729,"threshold_uncertainty_score":0.008524716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386811066","doi":"10.1186/s40479-023-00233-0","title":"Validation of the French version of the Revised Diagnostic Interview for Borderlines (DIB-R) for assessing the psychopathology of borderline personality disorder","year":2023,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Université de Lausanne","keywords":"Borderline personality disorder; Psychology; Convergent validity; Psychopathology; Clinical psychology; Receiver operating characteristic; Personality; Internal consistency; Reliability (semiconductor); Psychometrics; Incremental validity; Test validity; Medicine; Social psychology","authors":[{"name":"Ines Culina","is_ca":false},{"name":"Pauline Maillard","is_ca":false},{"name":"Janice Loosli","is_ca":false},{"name":"Chantal Martin-Söelch","is_ca":false},{"name":"Sylvie Berney","is_ca":false},{"name":"Stéphane Kolly","is_ca":false},{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03938932965947148,"gpt":0.3518264436113903,"spread":0.3124371139519188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206529,0.0005407347,0.0003802179,0.001641209,0.0007738947,0.0005648812,0.0006245238,0.0004614303,0.001413394],"category_scores_gemma":[0.02206818,0.0001455346,0.0007327351,0.0005520786,0.0004991745,0.0003826469,0.001040098,0.0006369289,0.0004361602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247174,"about_ca_system_score_gemma":0.002577726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245579,"about_ca_topic_score_gemma":0.01803681,"domain_scores_codex":[0.9938982,0.003792478,0.0004969874,0.000411523,0.0011306,0.0002702012],"domain_scores_gemma":[0.9914261,0.002736222,0.001494209,0.0005860729,0.003320256,0.000437118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000731704,0.0004796534,0.6658177,0.0008367945,0.0003449875,0.0004918741,0.006102548,0.001068182,0.01031142,0.001990057,0.009953342,0.3018718],"study_design_scores_gemma":[0.0001256172,0.001073623,0.9770537,0.0005614774,0.0001339678,0.001859827,0.001481469,0.001740998,0.001366236,0.000706899,0.01385555,0.0000406961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423952,0.006370005,0.03199355,0.001776416,0.0004754193,0.002501947,0.00391607,0.0001739289,0.01039744],"genre_scores_gemma":[0.9395989,0.001917514,0.04810428,0.0004595186,0.0001009351,0.003318243,0.0047225,0.00004178922,0.001736388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245579,"threshold_uncertainty_score":0.06380814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410232565","doi":"10.1186/s40479-025-00294-3","title":"Trauma-focused dialectical behavior therapy: study protocol for a randomized controlled multi-center trial in online and face-to-face formats","year":2025,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; York University; Centre for Addiction and Mental Health","funders":"","keywords":"Randomized controlled trial; Face (sociological concept); Dialectical behavior therapy; Protocol (science); Center (category theory); Face-to-face; Psychology; Medicine; Psychotherapist; Alternative medicine; Sociology; Surgery","authors":[{"name":"Ruben Vonderlin","is_ca":false},{"name":"Tali Boritz","is_ca":true},{"name":"Carola Claus","is_ca":false},{"name":"Büsra Senyüz","is_ca":false},{"name":"Saskia Mahalingam","is_ca":false},{"name":"Julia Schmelz","is_ca":false},{"name":"Silja Knolle-Ventjeer","is_ca":false},{"name":"Philip Santangelo","is_ca":false},{"name":"Ulrich Ebner‐Priemer","is_ca":false},{"name":"Christian Schmahl","is_ca":false},{"name":"Jürgen Margraf","is_ca":false},{"name":"Tobias Teismann","is_ca":false},{"name":"Stefanie Lis","is_ca":false},{"name":"Nikolaus Kleindienst","is_ca":false},{"name":"Shelley McMain","is_ca":true},{"name":"Martin Bohus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05308382029984615,"gpt":0.4085738588759704,"spread":0.3554900385761243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01964257,0.005793129,0.009963827,0.002582319,0.003145501,0.002733354,0.002889859,0.004834489,0.07173876],"category_scores_gemma":[0.01763439,0.0024807,0.003664925,0.003156969,0.002913752,0.002774684,0.002243887,0.007703527,0.01189401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004066556,"about_ca_system_score_gemma":0.01379969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323156,"about_ca_topic_score_gemma":0.003958683,"domain_scores_codex":[0.9874566,0.006769937,0.001374405,0.001646196,0.00123781,0.001515094],"domain_scores_gemma":[0.9912816,0.002081979,0.0019106,0.00134675,0.001517307,0.001861687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8751365,0.0353387,0.0008838454,0.01164043,0.001872936,0.0002351473,0.0003987506,0.003068688,0.00256661,0.004354634,0.01503488,0.04946889],"study_design_scores_gemma":[0.9420141,0.03360903,0.001474897,0.001189287,0.0005602275,0.00004042867,0.00009476185,0.001506193,0.0006990153,0.002413696,0.0163139,0.00008443329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002411462,0.0002351869,0.001458908,0.00010144,0.0002296365,0.9940081,0.0008436353,0.00007891955,0.0006327418],"genre_scores_gemma":[0.001973877,0.00007657064,0.001200092,0.00007296311,0.00002433481,0.9963741,0.00006401464,0.000003211752,0.0002108491],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07173876,"threshold_uncertainty_score":0.2399901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390765786","doi":"10.1186/s40479-023-00244-x","title":"A case series of sage: a new couple-based intervention for borderline personality disorder","year":2024,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Toronto Metropolitan University; University of Toronto; York University","funders":"American Foundation for Suicide Prevention","keywords":"SAGE; Borderline personality disorder; Series (stratigraphy); Intervention (counseling); Psychology; Personality; Clinical psychology; Psychotherapist; Psychoanalysis; Psychiatry; Physics; Geology","authors":[{"name":"Skye Fitzpatrick","is_ca":true},{"name":"Sonya Varma","is_ca":true},{"name":"David Thomas Chafe","is_ca":true},{"name":"Nikoo Norouzian","is_ca":true},{"name":"Jenna Traynor","is_ca":false},{"name":"Sophie Goss","is_ca":true},{"name":"Elizabeth Earle","is_ca":true},{"name":"Alyssa Di Bartolomeo","is_ca":true},{"name":"Ashley Siegel","is_ca":true},{"name":"Lindsay Fulham","is_ca":true},{"name":"Candice M. Monson","is_ca":true},{"name":"Rachel E. Liebman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03105821143355464,"gpt":0.3341961502583085,"spread":0.3031379388247538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006008284,0.0005766159,0.000597275,0.0005591274,0.001688835,0.0004371121,0.0007252935,0.001884458,0.002161838],"category_scores_gemma":[0.003366877,0.0002690925,0.0009093111,0.000434668,0.0008408477,0.0006096291,0.00107471,0.001628628,0.0004042843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008212439,"about_ca_system_score_gemma":0.001010298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626073,"about_ca_topic_score_gemma":0.004195788,"domain_scores_codex":[0.9990527,0.0003801729,0.0001045137,0.0001107672,0.0001705609,0.0001811954],"domain_scores_gemma":[0.9992796,0.0002143775,0.0001101787,0.00006713881,0.00004232357,0.0002864465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00108473,0.003132318,0.03240899,0.001077195,0.0002100791,0.7883829,0.008993124,0.001199802,0.0038111,0.002861011,0.007715598,0.1491231],"study_design_scores_gemma":[0.0004017879,0.004739692,0.03702859,0.0005535775,0.000127809,0.9196085,0.005199257,0.001908666,0.002111699,0.002126813,0.02611296,0.00008063702],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610066,0.006984617,0.009648846,0.005484346,0.0009499241,0.00146808,0.0002433312,0.0001725572,0.01404157],"genre_scores_gemma":[0.9799047,0.003032972,0.008497558,0.002053382,0.000239185,0.0008257964,0.0001636362,0.00003744753,0.005245431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002161838,"threshold_uncertainty_score":0.00723207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386213282","doi":"10.1186/s40479-023-00232-1","title":"Self-disgust in patients with borderline personality disorder. The associations with alexithymia, emotion dysregulation, and comorbid psychopathology","year":2023,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Narodowe Centrum Nauki","keywords":"Alexithymia; Borderline personality disorder; Emotional dysregulation; Psychopathology; Psychology; Disgust; Clinical psychology; Comorbidity; Psychiatry; Anger","authors":[{"name":"Emilia Kot","is_ca":false},{"name":"Barbara Kostecka","is_ca":false},{"name":"Joanna Radoszewska","is_ca":false},{"name":"Katarzyna Kucharska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02995284770552156,"gpt":0.2687248703322516,"spread":0.23877202262673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248076,0.0002288953,0.0003063409,0.0005241802,0.0004818821,0.0004742617,0.0001441409,0.0002747481,0.001068011],"category_scores_gemma":[0.001261661,0.0002241264,0.0002375005,0.0004158268,0.000245246,0.0001983941,0.0005016503,0.0004529,0.0001228175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287053,"about_ca_system_score_gemma":0.0001749521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309443,"about_ca_topic_score_gemma":0.003919378,"domain_scores_codex":[0.9998104,0.00004351599,0.00003032334,0.00004233107,0.00004200477,0.0000315351],"domain_scores_gemma":[0.9994023,0.00007101882,0.0003340197,0.00002239101,0.00004377092,0.0001264699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229361,0.00003665438,0.9976454,0.00001489348,0.0000219205,0.0001910067,0.0001230166,0.0000135436,0.0003995061,0.000007165762,0.00003553355,0.001388415],"study_design_scores_gemma":[0.000004452766,0.00006561758,0.998849,0.000003750821,0.00001036608,0.0007786706,0.0001629249,0.00004789467,0.00002730162,0.0000153858,0.00003318203,0.000001325861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996388,0.000137716,0.00001800541,0.00001441003,0.000002738515,0.000004593069,0.00003493825,0.000001238283,0.0001475628],"genre_scores_gemma":[0.9998112,0.0000474474,0.00003776313,0.000006994355,0.000002512932,0.000003309276,0.00005741628,3.207211e-7,0.00003305723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002309443,"threshold_uncertainty_score":0.004592001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409317799","doi":"10.1186/s40479-025-00284-5","title":"Clinical practice guidelines for the treatment of borderline personality disorder: a systematic review of best practice in anticipation of MAiD MD-SUMC","year":2025,"lang":"en","type":"review","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Anticipation (artificial intelligence); Borderline personality disorder; Clinical Practice; Psychology; Psychotherapist; Personality; Best practice; Clinical psychology; Psychoanalysis; Medicine; Family medicine; Computer science; Artificial intelligence; Political science","authors":[{"name":"Hira Aslam","is_ca":true},{"name":"Jonah Brodeur","is_ca":true},{"name":"Paul S. Links","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213665489088489,"gpt":0.498764650212336,"spread":0.3773981013034872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07397138,0.001638091,0.007108685,0.02320894,0.002096644,0.005713815,0.005976369,0.004255541,0.005336382],"category_scores_gemma":[0.2821164,0.001959344,0.009358888,0.02113004,0.002526117,0.006902325,0.004623808,0.004165766,0.0007735824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01489808,"about_ca_system_score_gemma":0.07883184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03183448,"about_ca_topic_score_gemma":0.0909404,"domain_scores_codex":[0.8971478,0.04828083,0.03685663,0.003604792,0.01280627,0.001303631],"domain_scores_gemma":[0.7417796,0.1678287,0.04659954,0.004892212,0.03654939,0.002350555],"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":[0.0001160139,0.00002759475,0.0008938308,0.9111009,0.002193949,0.0000987767,0.001441301,0.0002136291,0.0001197632,0.001459462,0.01023003,0.07210466],"study_design_scores_gemma":[0.00009135032,0.00003127907,0.0008848267,0.9779091,0.003522434,0.00006676395,0.0005002483,0.00006909967,0.00004980006,0.0006137511,0.01623671,0.00002459362],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001321472,0.9775977,0.002381105,0.008740463,0.001069713,0.005206939,0.002020365,0.00007043614,0.001591838],"genre_scores_gemma":[0.02250239,0.9382281,0.02101653,0.005171991,0.0002747719,0.01057234,0.001809386,0.00004339184,0.0003812291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07397138,"threshold_uncertainty_score":0.3912027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399334183","doi":"10.1186/s40479-024-00255-2","title":"Symptom domains and psychosocial functioning in borderline personality disorder","year":2024,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Université de Lausanne","keywords":"Borderline personality disorder; Psychosocial; Clinical psychology; Psychology; Logistic regression; Psychiatry; Medicine; Internal medicine","authors":[{"name":"Ines Culina","is_ca":false},{"name":"Setareh Ranjbar","is_ca":false},{"name":"Pauline Maillard","is_ca":false},{"name":"Chantal Martin-Söelch","is_ca":false},{"name":"Sylvie Berney","is_ca":false},{"name":"Stéphane Kolly","is_ca":false},{"name":"Jérémie André","is_ca":false},{"name":"Philippe Conus","is_ca":false},{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765068630663865,"gpt":0.3118642907756502,"spread":0.2942136044690116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000948287,0.000266314,0.0002388669,0.0006641827,0.0003624268,0.0004985637,0.000253265,0.0002557642,0.001523353],"category_scores_gemma":[0.004469528,0.0001267407,0.0003433588,0.0004531004,0.0003468817,0.0002659943,0.0007509116,0.0006149611,0.0001388434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002835239,"about_ca_system_score_gemma":0.0002106925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001250516,"about_ca_topic_score_gemma":0.001421065,"domain_scores_codex":[0.9995632,0.0001693145,0.00004826633,0.00005106846,0.0001166098,0.00005150424],"domain_scores_gemma":[0.9979279,0.0004214418,0.00100462,0.00004809381,0.0001647519,0.0004331143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005270672,0.0000415159,0.9972245,0.00002315336,0.00002437021,0.00007891356,0.000218182,0.00003934914,0.0001526923,0.0000100648,0.00005146809,0.002083171],"study_design_scores_gemma":[0.000001848764,0.00006113578,0.9993663,0.000006226044,0.00000532809,0.0002559431,0.0001811397,0.00004726586,0.00001756201,0.00001980052,0.00003620382,0.000001196631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994513,0.0001457086,0.00003108546,0.00002768737,0.000002657571,0.000006573155,0.0000624394,0.000001428778,0.0002710385],"genre_scores_gemma":[0.9997763,0.00003989358,0.00005388591,0.000005971806,0.000001895842,0.000006453584,0.00008316844,4.920303e-7,0.0000318842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523353,"threshold_uncertainty_score":0.005096078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413790453","doi":"10.1186/s40479-025-00310-6","title":"The Borderline Symptom List–Interview: development and psychometric evaluation of an observer-based instrument for assessing symptom severity in borderline personality disorder","year":2025,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; York University; Centre for Addiction and Mental Health","funders":"","keywords":"Borderline personality disorder; Psychology; Clinical psychology; Inter-rater reliability; Distress; Psychopathology; Mood; Mental health; Cronbach's alpha; Psychiatry; Psychometrics; Rating scale; Developmental psychology","authors":[{"name":"Büsra Senyüz","is_ca":false},{"name":"Ruben Vonderlin","is_ca":false},{"name":"Carola Claus","is_ca":false},{"name":"Saskia Mahalingam","is_ca":false},{"name":"S. Koch","is_ca":false},{"name":"Ulrich Voderholzer","is_ca":false},{"name":"Tobias Teismann","is_ca":false},{"name":"Nikolaus Kleindienst","is_ca":false},{"name":"Jan R. Böhnke","is_ca":false},{"name":"Stefanie Lis","is_ca":false},{"name":"Tali Boritz","is_ca":true},{"name":"Shelley McMain","is_ca":true},{"name":"Martin Bohus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05882513751723607,"gpt":0.3687255410669637,"spread":0.3099004035497276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00689615,0.0004089099,0.0004363097,0.00135712,0.0004575686,0.0004924979,0.001003541,0.0004423125,0.001135641],"category_scores_gemma":[0.01421449,0.0004559331,0.0006131042,0.0008855581,0.0003487083,0.000717445,0.001742298,0.001057083,0.0003577249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027976,"about_ca_system_score_gemma":0.001709935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952418,"about_ca_topic_score_gemma":0.006686539,"domain_scores_codex":[0.9960333,0.002146737,0.0005534649,0.0001940867,0.0009023007,0.0001701911],"domain_scores_gemma":[0.9943964,0.001479106,0.001506462,0.0002067056,0.002000732,0.0004105894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001919924,0.000915629,0.736412,0.0006695956,0.0002490325,0.0005737942,0.008218442,0.00277485,0.01067279,0.001051484,0.01728868,0.2192536],"study_design_scores_gemma":[0.0003858846,0.001200602,0.9749104,0.0002412042,0.00005486711,0.001280938,0.002652925,0.006794372,0.001783293,0.0007144636,0.009885862,0.000095083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473854,0.001024514,0.02843317,0.0007620423,0.0001363436,0.0104379,0.004871938,0.0002882048,0.006660576],"genre_scores_gemma":[0.8349499,0.0008437849,0.1324136,0.0003183311,0.00004393867,0.01985696,0.008720757,0.00008039011,0.002772375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00689615,"threshold_uncertainty_score":0.03647077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410360005","doi":"10.1186/s40479-025-00293-4","title":"What strategies do people with borderline personality disorder use to maintain their well-being and performance at work?","year":2025,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Psychology; Work (physics); Personality; Borderline personality disorder; Social psychology; Applied psychology; Clinical psychology; Engineering","authors":[{"name":"Nadine Larivière","is_ca":true},{"name":"Marc Corbière","is_ca":true},{"name":"Eve-Lyne Robitaille-Beaumier","is_ca":true},{"name":"Pierre David","is_ca":true},{"name":"Lionel Cailhol","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01287055734693223,"gpt":0.280272015770563,"spread":0.2674014584236308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010956,0.0002111736,0.0002710484,0.00059648,0.0009341247,0.001472272,0.0004811252,0.0007208672,0.00107881],"category_scores_gemma":[0.006167463,0.0001770099,0.0003614989,0.0003735413,0.0006249606,0.0009260614,0.0006932407,0.0005443575,0.0002910355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007519144,"about_ca_system_score_gemma":0.0007194332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569164,"about_ca_topic_score_gemma":0.008480883,"domain_scores_codex":[0.9992907,0.0002804633,0.00006701367,0.00007472294,0.0001460306,0.0001409892],"domain_scores_gemma":[0.9982809,0.0004132663,0.000580477,0.00003756681,0.0001838197,0.0005039127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002984272,0.0003706966,0.6682228,0.001178329,0.000128969,0.0009970082,0.1233563,0.0001465276,0.001780185,0.0004177344,0.003666671,0.1994363],"study_design_scores_gemma":[0.000044882,0.0005060786,0.6912287,0.0007031316,0.00008841824,0.002899708,0.2930065,0.0004913266,0.0004165105,0.0008645327,0.009686205,0.00006406368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924045,0.001910758,0.0003398127,0.001812533,0.00005574486,0.00002710432,0.0000658607,0.0000156476,0.003367963],"genre_scores_gemma":[0.9975587,0.001079348,0.0004926656,0.0002420883,0.00001069064,0.00002189674,0.00006574146,0.000003234269,0.0005255972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004569164,"threshold_uncertainty_score":0.009085178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407114890","doi":"10.1186/s40479-025-00279-2","title":"How mothers with severe emotion dysregulation use DBT skills in parenting contexts: observational coding of skills use in a DBT skills training group","year":2025,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; National Center for Advancing Translational Sciences; National Institute of Mental Health; York University","keywords":"Observational study; Psychology; Parenting skills; Parent training; Coding (social sciences); Clinical psychology; Social skills; Developmental psychology; Psychotherapist; Medicine; Psychiatry; Intervention (counseling)","authors":[{"name":"Yoel Everett","is_ca":false},{"name":"Olivia A. Frigoletto","is_ca":false},{"name":"Jacqueline R. O’Brien","is_ca":false},{"name":"Amy L. Byrd","is_ca":false},{"name":"Stephanie D. Stepp","is_ca":false},{"name":"Maureen Zalewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581626309117868,"gpt":0.3026920926792801,"spread":0.2668758295881014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550919,0.000180914,0.0001917669,0.0006071332,0.0004239759,0.0004261388,0.0003536444,0.0002565562,0.0005848784],"category_scores_gemma":[0.01057012,0.0002006197,0.0002433356,0.0002882952,0.000383691,0.000367472,0.0007428048,0.0004524821,0.0001178909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006449831,"about_ca_system_score_gemma":0.0005484758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869476,"about_ca_topic_score_gemma":0.01134595,"domain_scores_codex":[0.9989731,0.0005072797,0.0001009434,0.0001311423,0.0002062312,0.00008122568],"domain_scores_gemma":[0.9960427,0.001651952,0.001228009,0.0002273203,0.0005711013,0.0002788753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004201132,0.0006287129,0.8570175,0.0001941956,0.00006892267,0.0006000118,0.06717025,0.0002063223,0.008540678,0.00006945581,0.0009278367,0.06415595],"study_design_scores_gemma":[0.00002923957,0.0006399153,0.9640445,0.000105642,0.000042236,0.0009154705,0.02827119,0.0009566324,0.002988555,0.00009330258,0.001884092,0.0000293211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990258,0.00003828683,0.0004059597,0.00003558808,0.000002848837,0.00004993258,0.00006481481,0.000005439858,0.0003713866],"genre_scores_gemma":[0.9968337,0.0002157483,0.00211287,0.00004049926,0.000003176065,0.0002122678,0.0001942873,0.000005428119,0.000381992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003869476,"threshold_uncertainty_score":0.008202136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416204755","doi":"10.1186/s40479-025-00322-2","title":"An examination of the role of PTSD and childhood trauma on treatment outcomes for individuals with borderline personality disorder in dialectical behavior therapy","year":2025,"lang":"en","type":"article","venue":"Borderline Personality Disorder and Emotion Dysregulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Borderline personality disorder; Dialectical behavior therapy; Personality; Adverse Childhood Experiences; Poison control; Injury prevention; Anxiety disorder","authors":[{"name":"Katherine E. Christensen","is_ca":false},{"name":"Shelley McMain","is_ca":true},{"name":"Alexander L. Chapman","is_ca":true},{"name":"Janice R. Kuo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01913094032480386,"gpt":0.3267904953493607,"spread":0.3076595550245569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003827892,0.0001449496,0.0003173154,0.0005431621,0.0005280172,0.0005611307,0.0003470817,0.0002413543,0.0009741979],"category_scores_gemma":[0.01188124,0.0001268554,0.0006430483,0.0006036987,0.0002662349,0.0005240948,0.0008266022,0.0006652786,0.00008544495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035025,"about_ca_system_score_gemma":0.001376475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003724767,"about_ca_topic_score_gemma":0.007925256,"domain_scores_codex":[0.9985008,0.0007837041,0.000145302,0.0001019102,0.0002846938,0.0001834794],"domain_scores_gemma":[0.9939193,0.001986083,0.002454339,0.0001351744,0.0006263821,0.0008788147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006541899,0.00043662,0.9776351,0.00008414986,0.0001087535,0.00005605568,0.001117911,0.0001510297,0.0001554322,0.00004749369,0.0001689891,0.01938424],"study_design_scores_gemma":[0.00002324602,0.0005744927,0.9981903,0.00003405547,0.00004527984,0.00008912801,0.0005611592,0.0002445308,0.00005058731,0.00004013339,0.0001435172,0.000003566844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992403,0.000139836,0.0000831681,0.0001226449,0.00000404281,0.00003009846,0.00007159399,0.000003380298,0.0003049619],"genre_scores_gemma":[0.9996233,0.00006582935,0.0001178554,0.00001867427,0.000002481442,0.00003632534,0.00009188992,8.833681e-7,0.00004280947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003827892,"threshold_uncertainty_score":0.020244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}