{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":55,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":55,"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":"8c76c1c74ac0","filters":{"venue":"Personality and Mental Health"}},"results":[{"id":"W2772151094","doi":"10.1002/pmh.1408","title":"The time has come for dimensional personality disorder diagnosis","year":2017,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":312,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia; The Scarborough Hospital; University of Toronto","funders":"National Institute of Mental Health","keywords":"Psychology; Personality; Psychotherapist; Clinical psychology; Cognitive psychology; Psychoanalysis","authors":[{"name":"Christopher J. Hopwood","is_ca":false},{"name":"Roman Kotov","is_ca":false},{"name":"Robert F. Krueger","is_ca":false},{"name":"David Watson","is_ca":false},{"name":"Thomas A. Widiger","is_ca":false},{"name":"Robert R. Althoff","is_ca":false},{"name":"Emily B. Ansell","is_ca":false},{"name":"Bo Bach","is_ca":false},{"name":"R. Michael Bagby","is_ca":true},{"name":"Mark A. Blais","is_ca":false},{"name":"Marina A. Bornovalova","is_ca":false},{"name":"Michael S. Chmielewski","is_ca":false},{"name":"David C. Cicero","is_ca":false},{"name":"Christopher Conway","is_ca":false},{"name":"Barbara De Clercq","is_ca":false},{"name":"Filip De Fruyt","is_ca":false},{"name":"Anna R. Docherty","is_ca":false},{"name":"Nicholas R. Eaton","is_ca":false},{"name":"John F. Edens","is_ca":false},{"name":"Miriam K. Forbes","is_ca":false},{"name":"Kelsie T. Forbush","is_ca":false},{"name":"Michael P. Hengartner","is_ca":false},{"name":"Masha Y. Ivanova","is_ca":false},{"name":"Daniel Leising","is_ca":false},{"name":"W. John Livesley","is_ca":true},{"name":"Mark R. Lukowitsky","is_ca":false},{"name":"Donald R. Lynam","is_ca":false},{"name":"Kristian E. Markon","is_ca":false},{"name":"Joshua D. Miller","is_ca":false},{"name":"Leslie C. Morey","is_ca":false},{"name":"Stephanie N. Mullins‐Sweatt","is_ca":false},{"name":"Johan Ormel","is_ca":false},{"name":"Christopher J. Patrick","is_ca":false},{"name":"Aaron L. Pincus","is_ca":false},{"name":"Camilo J. Ruggero","is_ca":false},{"name":"Douglas B. Samuel","is_ca":false},{"name":"Martin Sellbom","is_ca":false},{"name":"Tim Slade","is_ca":false},{"name":"Jennifer L. Tackett","is_ca":false},{"name":"Katherine M. Thomas","is_ca":false},{"name":"Timothy J. Trull","is_ca":false},{"name":"David D. Vachon","is_ca":true},{"name":"Irwin D. Waldman","is_ca":false},{"name":"Monika A. Waszczuk","is_ca":false},{"name":"Mark H. Waugh","is_ca":false},{"name":"Aidan G.C. Wright","is_ca":false},{"name":"Mathew M. Yalch","is_ca":false},{"name":"David H. Zald","is_ca":false},{"name":"Johannes Zimmermann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06000042639226678,"gpt":0.3860436045491757,"spread":0.326043178156909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006362895,0.0005526224,0.0009188516,0.001373884,0.002347198,0.004853929,0.001283528,0.004733425,0.04357361],"category_scores_gemma":[0.02278144,0.0003735429,0.001221439,0.0009283836,0.002182634,0.005017542,0.004266567,0.009709425,0.01264197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517791,"about_ca_system_score_gemma":0.005552089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008020476,"about_ca_topic_score_gemma":0.01458948,"domain_scores_codex":[0.9965558,0.0008237932,0.0004712078,0.0005863856,0.0009869788,0.0005758668],"domain_scores_gemma":[0.9807826,0.003557354,0.001163847,0.001010662,0.005935067,0.007550518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001056764,0.00005693587,0.002951511,0.0003749259,0.00003079391,0.0003061577,0.0002106114,0.00004210257,0.0001785781,0.003936325,0.7777746,0.2140318],"study_design_scores_gemma":[0.00006138656,0.0001095555,0.0088655,0.001571185,0.00003477107,0.0006686444,0.001779804,0.00003857902,0.0001222724,0.003333224,0.983375,0.00004015223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00224559,0.07458469,0.000750476,0.6020899,0.3041255,0.00002710042,0.0005498334,0.0002707425,0.01535621],"genre_scores_gemma":[0.07389867,0.1427087,0.005567029,0.5182571,0.1481786,0.0002492951,0.003187163,0.0004336117,0.1075197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04357361,"threshold_uncertainty_score":0.1457683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802409239","doi":"10.1002/pmh.1421","title":"Clinical outcomes of a stepped care program for borderline personality disorder","year":2018,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Borderline personality disorder; Impulsivity; Psychological intervention; Psychiatry; Psychology; Depression (economics); Substance abuse; Naturalistic observation; Clinical psychology; Personality disorders; Personality","authors":[{"name":"Lise Laporte","is_ca":true},{"name":"Joel Paris","is_ca":true},{"name":"Tanya A. Bergevin","is_ca":true},{"name":"Ronald Fraser","is_ca":true},{"name":"Jean–François Cardin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0640917952433957,"gpt":0.4748756862315828,"spread":0.4107838909881871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007581164,0.0002740251,0.0003029792,0.0003628608,0.0008197305,0.0003858393,0.0006348611,0.0004718052,0.001720483],"category_scores_gemma":[0.002655856,0.0002335247,0.0004047241,0.0002432996,0.000336201,0.0003356623,0.001112593,0.0007189891,0.0002606229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243405,"about_ca_system_score_gemma":0.001625541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005112917,"about_ca_topic_score_gemma":0.01271497,"domain_scores_codex":[0.999416,0.0002298296,0.00002721157,0.00008405769,0.0001304506,0.0001125069],"domain_scores_gemma":[0.9984201,0.0001362405,0.0002583079,0.00008599993,0.0001292584,0.0009701667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02431796,0.1075328,0.467916,0.0007209821,0.0006509565,0.001756743,0.003965247,0.002089108,0.008133975,0.0001920468,0.006964284,0.3757599],"study_design_scores_gemma":[0.004105248,0.05871621,0.9295313,0.0001149627,0.0001366316,0.0009492154,0.001435541,0.002238688,0.0009710917,0.0001254942,0.001633139,0.00004254932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994655,0.00006512508,0.00005693039,0.00004866464,0.00001042792,0.0001413074,0.00004478351,0.000009213184,0.0001580209],"genre_scores_gemma":[0.9981184,0.000101508,0.0007672887,0.00009581559,0.00001199778,0.0002871776,0.0002661567,0.00000225056,0.0003493776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005112917,"threshold_uncertainty_score":0.01016629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976980289","doi":"10.1002/pmh.33","title":"Predicting <i>Diagnostic and Statistical Manual of Mental Disorders‐IV</i> personality disorders with the five‐factor model of personality and the personality psychopathology five","year":2008,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"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":"","keywords":"Minnesota Multiphasic Personality Inventory; Psychology; Personality; Psychopathology; Personality Assessment Inventory; Personality disorders; Clinical psychology; Big Five personality traits; Personality pathology; Sadistic personality disorder; Social psychology","authors":[{"name":"R. Michael Bagby","is_ca":true},{"name":"Martin Sellbom","is_ca":true},{"name":"Paul T. Costa","is_ca":false},{"name":"Thomas A. Widiger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02364842822483672,"gpt":0.3244295957916105,"spread":0.3007811675667738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004969834,0.0005116808,0.0006854182,0.002299645,0.0004385154,0.0008003078,0.0005319224,0.0003694297,0.002445959],"category_scores_gemma":[0.01796039,0.000296662,0.0009966395,0.001543161,0.0003555113,0.0004054644,0.0009466092,0.0008619764,0.0005232163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943389,"about_ca_system_score_gemma":0.001254581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731634,"about_ca_topic_score_gemma":0.01114766,"domain_scores_codex":[0.9974813,0.001435299,0.000307585,0.0001806115,0.0004660261,0.0001292401],"domain_scores_gemma":[0.9929202,0.003923752,0.001564499,0.0004329404,0.0007335948,0.0004248785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236488,0.0001348078,0.9573794,0.00006630219,0.000158965,0.00005898192,0.0001339969,0.001064316,0.0001488467,0.0004429791,0.003980549,0.03630729],"study_design_scores_gemma":[0.0000592131,0.0002041466,0.982532,0.0001185127,0.00007767368,0.0002266766,0.0002414348,0.01340731,0.0001294477,0.001856971,0.001126077,0.00002057588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662452,0.001496734,0.01638262,0.001491925,0.0001895196,0.001332314,0.006345837,0.0002484784,0.006267388],"genre_scores_gemma":[0.9777633,0.0004980696,0.01730309,0.0001379037,0.00004203286,0.0006044598,0.003168054,0.00001638769,0.0004665821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006731634,"threshold_uncertainty_score":0.02628332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036771373","doi":"10.1002/pmh.48","title":"Emotional intelligence, alexithymia and borderline personality disorder traits in young adults","year":2008,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Toronto Alexithymia Scale; Borderline personality disorder; Emotional intelligence; Clinical psychology; Feeling; Personality; Big Five personality traits; Construct (python library); Developmental psychology; Social psychology","authors":[{"name":"Daniel Webb","is_ca":false},{"name":"Mary McMurran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03328861093625747,"gpt":0.3414928629714838,"spread":0.3082042520352263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003487686,0.0001623887,0.0002293967,0.0007141923,0.0005016713,0.0005525015,0.0001437465,0.0002679591,0.001793446],"category_scores_gemma":[0.00206411,0.0001966295,0.0002252915,0.0004436206,0.0002228711,0.0002365881,0.0004411642,0.0004802395,0.0001673769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120861,"about_ca_system_score_gemma":0.0002077004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446788,"about_ca_topic_score_gemma":0.006245011,"domain_scores_codex":[0.9997963,0.0000421002,0.00003315192,0.00003047241,0.00005656799,0.00004135431],"domain_scores_gemma":[0.9990102,0.000157941,0.0004426209,0.00002247248,0.00008409868,0.0002826443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001919555,0.00002672934,0.9984347,0.000007882792,0.000007972282,0.00008709846,0.0001305261,0.000009816114,0.0001332401,0.00000884017,0.00004863226,0.001085201],"study_design_scores_gemma":[0.000001117422,0.00003103295,0.9995424,0.000003490991,0.000003130803,0.0001816023,0.0001511002,0.00002965812,0.00001324572,0.000008856731,0.0000336811,7.069621e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995188,0.00009709012,0.00001526712,0.00002394063,0.000003661219,0.00000566972,0.00004753428,0.000001830707,0.0002861805],"genre_scores_gemma":[0.9997311,0.00005421791,0.0000467867,0.00001008313,0.000002374649,0.000004636435,0.00006504604,3.601441e-7,0.00008549504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446788,"threshold_uncertainty_score":0.008841813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968585354","doi":"10.1002/pmh.1465","title":"The wide‐ranging life outcome correlates of a general psychopathology factor in adolescent psychopathology","year":2019,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amgen (Canada); University of Toronto","funders":"","keywords":"Psychopathology; Psychology; Personality; Clinical psychology; Child psychopathology; Mental health; Developmental psychology; Developmental psychopathology; Psychiatry; Social psychology","authors":[{"name":"Odilia M. Laceulle","is_ca":false},{"name":"Joanne M. Chung","is_ca":true},{"name":"Wilma Vollebergh","is_ca":false},{"name":"Johan Ormel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04209211238198952,"gpt":0.3694257214412379,"spread":0.3273336090592484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518869,0.0003934512,0.0003614606,0.001003073,0.0002964595,0.000646797,0.0003500523,0.0003537465,0.002062069],"category_scores_gemma":[0.006876639,0.000209488,0.0006518404,0.0009046886,0.001072262,0.0004532393,0.001019133,0.0008582158,0.0001154692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697967,"about_ca_system_score_gemma":0.0006033677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003521017,"about_ca_topic_score_gemma":0.004788225,"domain_scores_codex":[0.9991799,0.0003805427,0.00008453323,0.0001329395,0.0001447846,0.00007713497],"domain_scores_gemma":[0.9940859,0.002478485,0.00224899,0.0004562479,0.0003291136,0.0004013136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002061819,0.00001389781,0.9962489,0.00001719597,0.00004339763,0.00003216821,0.0001503287,0.00009355999,0.0001197089,0.00006905751,0.00002727507,0.003163828],"study_design_scores_gemma":[8.014896e-7,0.00002004802,0.9995317,0.000009868221,0.00001318418,0.00008805605,0.00007739509,0.0001256952,0.0000186403,0.00007350352,0.00003982221,0.000001159038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998004,0.000593079,0.0005837441,0.0001018426,0.000005391053,0.00001675739,0.0001510614,0.000007055258,0.0005371257],"genre_scores_gemma":[0.9993242,0.0002014793,0.000284235,0.00000751963,0.000005035535,0.00000756444,0.0001289573,0.000002203486,0.00003889604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521017,"threshold_uncertainty_score":0.01332116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2556625574","doi":"10.1002/pmh.1362","title":"How do mothers with borderline personality disorder mentalize when interacting with their infants?","year":2016,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Borderline personality disorder; Psychology; Personality; Developmental psychology; Clinical psychology; Psychotherapist; Psychoanalysis","authors":[{"name":"Andrée‐Anne Marcoux","is_ca":true},{"name":"Annie Bernier","is_ca":true},{"name":"Jean R. Séguin","is_ca":true},{"name":"Jennifer Boike Armerding","is_ca":false},{"name":"Karlen Lyons‐Ruth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02338425714293404,"gpt":0.3221392858482494,"spread":0.2987550287053154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146039,0.0001871955,0.0002183199,0.0003496385,0.0005332713,0.0008936027,0.0002569849,0.0004428528,0.0006969274],"category_scores_gemma":[0.00883512,0.0002486207,0.0002401856,0.0001869625,0.0003943022,0.0006131449,0.0006096956,0.0005449031,0.0002332486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921143,"about_ca_system_score_gemma":0.0002610098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007251867,"about_ca_topic_score_gemma":0.0113769,"domain_scores_codex":[0.9994227,0.0002585527,0.00003899443,0.00005319416,0.0001220738,0.0001045597],"domain_scores_gemma":[0.9981741,0.0004894832,0.0009583104,0.00005577238,0.0001382526,0.000183994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648043,0.00008770156,0.9301995,0.00007594738,0.00004763601,0.001136475,0.03155219,0.00004083833,0.001552462,0.00008194838,0.0007645666,0.03429595],"study_design_scores_gemma":[0.000003583281,0.0001592789,0.9638581,0.0000548163,0.00002255824,0.002097164,0.03236987,0.0001421588,0.0002403341,0.0001218102,0.0009173553,0.00001305617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998589,0.0004710865,0.00006389767,0.0002289036,0.000009682194,0.000004425246,0.00002394835,0.000002784903,0.0006063281],"genre_scores_gemma":[0.998676,0.000751356,0.0001550222,0.00008496839,0.00000649776,0.00001074555,0.00004409233,0.000001629696,0.0002695443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007251867,"threshold_uncertainty_score":0.01441932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532466899","doi":"10.1002/pmh.1265","title":"Pain in patients with borderline personality disorder","year":2014,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Institute of Mental Health; McLean Hospital","keywords":"Borderline personality disorder; Personality disorders; Psychiatry; Clinical psychology; Personality; Psychology; Sexual abuse; Pain disorder; Medicine; Chronic pain; Injury prevention; Poison control","authors":[{"name":"Robert Biskin","is_ca":true},{"name":"Frances R. Frankenburg","is_ca":false},{"name":"Garrett M. Fitzmaurice","is_ca":false},{"name":"Mary C. Zanarini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468448060365331,"gpt":0.315556093997358,"spread":0.3008716133937047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878794,0.0001298429,0.0002231968,0.0002609693,0.0005221479,0.0003470314,0.0001150166,0.0002133122,0.001756067],"category_scores_gemma":[0.001559276,0.0001168866,0.0001936213,0.0002827999,0.0002107719,0.0001679259,0.0002846175,0.0003928209,0.0001743738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172033,"about_ca_system_score_gemma":0.0002128626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802501,"about_ca_topic_score_gemma":0.002845485,"domain_scores_codex":[0.9998003,0.00005575413,0.00002242977,0.0000223592,0.00004733286,0.00005195038],"domain_scores_gemma":[0.9993674,0.00009610289,0.0003310919,0.00001058333,0.00003756566,0.0001573052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001164348,0.00004843806,0.9941009,0.0000350176,0.00001882448,0.0008395104,0.0002559311,0.00003405165,0.0005958234,0.00001633891,0.0002266382,0.003712179],"study_design_scores_gemma":[0.00001169946,0.0001987282,0.9949837,0.00002298828,0.00001065111,0.003786844,0.0005929674,0.0000950905,0.00004422629,0.00003523473,0.0002147404,0.000003198662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989372,0.0003769956,0.0000485019,0.00009617839,0.00001108141,0.0000077685,0.00005358977,0.000002564485,0.0004661774],"genre_scores_gemma":[0.999657,0.00012773,0.00006392437,0.00003330424,0.000007413294,0.000003709421,0.00004764838,3.249979e-7,0.00005899162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802501,"threshold_uncertainty_score":0.005874634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233679221","doi":"10.1002/pmh.1324","title":"Long‐term impact of temporary and persistent personality disorder on anxiety and depressive disorders","year":2016,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ontario Mental Health Foundation; National Institute for Health and Care Research","keywords":"Personality; Personality disorders; Psychology; Avoidant personality disorder; Anxiety; Psychiatry; Clinical psychology; Borderline personality disorder; Major depressive disorder; Sadistic personality disorder; Mood","authors":[{"name":"Peter Tyrer","is_ca":false},{"name":"Helen Tyrer","is_ca":false},{"name":"Min Yang","is_ca":false},{"name":"Boliang Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02685215826826087,"gpt":0.3550269461085893,"spread":0.3281747878403284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005217735,0.0001643007,0.0002791971,0.0004692068,0.0005089978,0.0004773838,0.0001836411,0.0002541011,0.001243633],"category_scores_gemma":[0.00235815,0.0001241106,0.0005288339,0.0004357338,0.0003209512,0.0002520336,0.0005517693,0.0005634366,0.0001300723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902279,"about_ca_system_score_gemma":0.0003421317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757042,"about_ca_topic_score_gemma":0.009480647,"domain_scores_codex":[0.9995622,0.0001082471,0.00003801776,0.00006154201,0.00009448909,0.0001354843],"domain_scores_gemma":[0.9970405,0.0003742485,0.001336661,0.0001219946,0.0001816361,0.0009449983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009846514,0.00002071676,0.997972,0.000008418671,0.00004210581,0.00009641462,0.00003323418,0.00002083294,0.00007756499,0.000005220562,0.00003448885,0.001590612],"study_design_scores_gemma":[9.697009e-7,0.00004536007,0.9997532,0.000002758922,0.000008117983,0.0001120277,0.00003769735,0.00001160434,0.000007297874,0.000004556717,0.00001568893,8.216883e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990743,0.0004119982,0.0000187529,0.00004610739,0.000006540685,0.000002591967,0.0001732633,0.000001441879,0.0002649752],"genre_scores_gemma":[0.9996984,0.00009536322,0.00001426766,0.000009197534,0.000007279561,0.00000142369,0.0001196857,3.742274e-7,0.00005416032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004757042,"threshold_uncertainty_score":0.009458721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796338730","doi":"10.1002/pmh.1419","title":"The association between locus of control, emotion regulation and borderline personality disorder features","year":2018,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Simon Fraser University; Michael Smith Health Research BC","keywords":"Borderline personality disorder; Psychology; Association (psychology); Anxiety; Psychopathology; Locus of control; Clinical psychology; Mood; Cognition; Emotional regulation; Developmental psychology; Psychiatry; Psychotherapist","authors":[{"name":"Nora Hope","is_ca":true},{"name":"Matthew A. Wakefield","is_ca":true},{"name":"Lynnaea Northey","is_ca":true},{"name":"Alexander L. Chapman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791429397531738,"gpt":0.3411766134420924,"spread":0.323262319466775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007424194,0.0001649081,0.0001682214,0.0005136034,0.000295353,0.0006188275,0.0002222908,0.0002280189,0.001633653],"category_scores_gemma":[0.005168545,0.0001262873,0.0001738708,0.0003896338,0.0003785238,0.0002092122,0.0005241713,0.0005687583,0.00008163929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840564,"about_ca_system_score_gemma":0.0001787563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231237,"about_ca_topic_score_gemma":0.002577564,"domain_scores_codex":[0.9996254,0.0001405369,0.00003752228,0.00006516532,0.00008633661,0.00004493301],"domain_scores_gemma":[0.9959809,0.001152567,0.00191015,0.0001586243,0.0001973707,0.0006004631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004300142,0.00003060794,0.9976262,0.00001010472,0.00003063531,0.00003806322,0.000117856,0.00002203821,0.0001329626,0.00002163967,0.00003282031,0.00189411],"study_design_scores_gemma":[9.49259e-7,0.00001687506,0.999737,0.000003414757,0.000005946481,0.00007919731,0.00005680482,0.00004011997,0.00001116806,0.00002356859,0.00002404215,8.009557e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992335,0.0002559572,0.00006696831,0.00004826836,0.000003165014,0.000004206916,0.00004631593,0.000002029441,0.0003396272],"genre_scores_gemma":[0.9998092,0.00004530935,0.00006034742,0.000005617924,0.000002700167,0.000002733131,0.00003323468,5.406212e-7,0.00004028022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00231237,"threshold_uncertainty_score":0.00546509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2760232682","doi":"10.1002/pmh.1398","title":"Estimating the prevalence of borderline personality disorder in mothers involved in youth protection services","year":2017,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Borderline personality disorder; Context (archaeology); Psychiatry; Psychology; Mental health; Mental illness; Clinical psychology; Personality; Substance abuse; Medicine","authors":[{"name":"Lise Laporte","is_ca":true},{"name":"Joel Paris","is_ca":true},{"name":"Phyllis Zelkowitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05119222936372757,"gpt":0.3689696933196174,"spread":0.3177774639558898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130374,0.0001507422,0.0001700724,0.0008819813,0.0004910548,0.0004165281,0.0003626342,0.0002435429,0.001163247],"category_scores_gemma":[0.005133269,0.0004136756,0.0001919841,0.0004373288,0.0003135325,0.0004113622,0.0006530219,0.0004000949,0.0002250955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547213,"about_ca_system_score_gemma":0.0003871591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333319,"about_ca_topic_score_gemma":0.01482211,"domain_scores_codex":[0.9992606,0.0003509987,0.00008081598,0.00009484395,0.0001184516,0.00009436451],"domain_scores_gemma":[0.9983985,0.000480866,0.0007731887,0.00008626699,0.0001216546,0.0001395897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006502121,0.000007989474,0.9989823,0.000002009984,0.000003088945,0.00003849652,0.0002920621,0.000002972258,0.00005092958,0.000003809394,0.00002111193,0.0005889226],"study_design_scores_gemma":[0.000001394635,0.00005326115,0.9975199,0.00001304489,0.00000708905,0.0002826377,0.001886127,0.00007254259,0.00007697928,0.0000110891,0.00007461473,0.000001335485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996715,0.00005803746,0.0000484403,0.00001951723,0.000001393648,0.000005746289,0.00003583217,0.000001048896,0.0001584446],"genre_scores_gemma":[0.9993585,0.0001706712,0.0002434048,0.00001649483,0.000002992095,0.00001342499,0.00007462909,8.258095e-7,0.0001190236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333319,"threshold_uncertainty_score":0.02651119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019623561","doi":"10.1002/pmh.82","title":"Social relationships in schizophrenia: A review","year":2009,"lang":"en","type":"review","venue":"Personality and Mental Health","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":29,"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":"CINAHL; Psychology; PsycINFO; Schizophrenia (object-oriented programming); Clinical psychology; Quality of life (healthcare); Life satisfaction; Social skills; Interpersonal relationship; Psychological intervention; Population; Stigma (botany); MEDLINE; Psychiatry; Psychotherapist; Medicine; Social psychology","authors":[{"name":"Amy Kingston Stevens","is_ca":true},{"name":"Judith McNichol","is_ca":true},{"name":"Lílian Magalhães","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1661644958362361,"gpt":0.4510483613868709,"spread":0.2848838655506347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351269,0.001081061,0.003017253,0.006841429,0.0005009773,0.00163825,0.001004287,0.001265033,0.005129298],"category_scores_gemma":[0.003231395,0.0004819797,0.001408542,0.007721116,0.0005717992,0.001274245,0.0009199445,0.0008604742,0.0005312266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753728,"about_ca_system_score_gemma":0.004339729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006181912,"about_ca_topic_score_gemma":0.01005421,"domain_scores_codex":[0.999122,0.0002704989,0.0002304075,0.00006845201,0.0002503508,0.00005839186],"domain_scores_gemma":[0.9982244,0.001144231,0.0003587688,0.00002022791,0.0001962682,0.00005611146],"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":[0.0001569904,0.00007845873,0.0006522459,0.4476987,0.0007838652,0.0004488508,0.0003423219,0.0002172099,0.0002455377,0.001030188,0.01271743,0.5356283],"study_design_scores_gemma":[0.0001784572,0.0004423834,0.01123285,0.6043007,0.004825268,0.005137733,0.001101517,0.0001317746,0.0002650942,0.001672701,0.3706411,0.00007041045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001034053,0.9996268,0.000008108585,0.00005414162,0.00003721855,0.000007966962,0.000009212008,8.70288e-7,0.0001522263],"genre_scores_gemma":[0.00110081,0.998735,0.00003410575,0.00003997124,0.00002585936,0.00001036933,0.000009308632,2.632993e-7,0.00004435047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006841429,"threshold_uncertainty_score":0.01715922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1955837013","doi":"10.1002/pmh.1261","title":"Exploring resilience and borderline personality disorder: A qualitative study of pairs of sisters","year":2014,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Concordia University","funders":"","keywords":"Psychology; Borderline personality disorder; Resilience (materials science); Psychological resilience; Clinical psychology; Psychotherapist; Personality; Qualitative research; Developmental psychology; Psychoanalysis; Sociology; Social science","authors":[{"name":"Joel Paris","is_ca":false},{"name":"Jewel Perlin","is_ca":true},{"name":"Lise Laporte","is_ca":true},{"name":"Marilyn Fitzpatrick","is_ca":true},{"name":"Jack DeStefano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1092697637630182,"gpt":0.4120691746787732,"spread":0.302799410915755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009788566,0.001165003,0.001607054,0.001591647,0.01421221,0.003332072,0.002551684,0.002225064,0.002936758],"category_scores_gemma":[0.02023488,0.001301026,0.0006319586,0.001285133,0.01165587,0.004609769,0.0106033,0.00510904,0.0005349424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006369265,"about_ca_system_score_gemma":0.005055962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597646,"about_ca_topic_score_gemma":0.02881678,"domain_scores_codex":[0.9875278,0.009547142,0.0003779487,0.0007581857,0.0007062319,0.00108272],"domain_scores_gemma":[0.9890927,0.006642632,0.0009968391,0.0004342004,0.0009385349,0.001895078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002551494,0.00002722869,0.002051356,0.00007104949,0.00000423564,0.001907998,0.9934372,0.00002003563,0.0005666502,0.0003227173,0.0002450926,0.001320888],"study_design_scores_gemma":[0.000002526913,0.00003856183,0.0009245717,0.00007814309,0.000002885938,0.0006685492,0.9955728,0.00003283131,0.0001258705,0.0001298673,0.00241279,0.00001069504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913686,0.000944796,0.002166158,0.002412375,0.0001173317,0.000173386,0.0001121373,0.00001844539,0.002686838],"genre_scores_gemma":[0.993769,0.001008163,0.001471752,0.0008666479,0.00003366004,0.0002572866,0.00007121543,0.00003988793,0.002482338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597646,"threshold_uncertainty_score":0.05176753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3018754452","doi":"10.1002/pmh.1471","title":"Why is an evidence‐based classification of personality disorder so elusive?","year":2020,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Trait; Compromise; Categorical variable; Personality; Epistemology; Value (mathematics); Cognitive psychology; Social psychology; Social science; Computer science; Sociology","authors":[{"name":"W. John Livesley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1423345779437548,"gpt":0.4129530571054669,"spread":0.270618479161712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1287138,0.001023291,0.003150256,0.01009465,0.004910865,0.01426513,0.007559795,0.008176374,0.001754663],"category_scores_gemma":[0.2921929,0.001114095,0.001459901,0.006583903,0.03314896,0.01954504,0.007995294,0.0226123,0.001419348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008717678,"about_ca_system_score_gemma":0.01569198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009296315,"about_ca_topic_score_gemma":0.01078535,"domain_scores_codex":[0.929051,0.02693095,0.01406897,0.008050024,0.01996641,0.001932575],"domain_scores_gemma":[0.6997309,0.1914979,0.01897617,0.01882847,0.06152307,0.009443403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002028765,0.0001371871,0.01830719,0.007245454,0.0004733241,0.0003576379,0.007161216,0.0006240497,0.0005922855,0.3234075,0.09933019,0.5421611],"study_design_scores_gemma":[0.0000923581,0.0002175691,0.0149663,0.02024082,0.0002793553,0.001102304,0.01305296,0.001598164,0.0003178853,0.7652873,0.182605,0.0002399902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004733198,0.1593225,0.02026621,0.7929591,0.01639982,0.00007586308,0.0002020509,0.0001433575,0.005897878],"genre_scores_gemma":[0.3373703,0.2780838,0.100843,0.2468107,0.03239489,0.0005413035,0.001370216,0.0002990299,0.002286913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1287138,"threshold_uncertainty_score":0.6807115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343123075","doi":"10.1002/pmh.1337","title":"The clinical trajectory of patients with borderline personality disorder","year":2016,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Borderline personality disorder; Psychology; Psychotherapist; Clinical psychology; Personality; Trajectory; Psychoanalysis","authors":[{"name":"Jesper Kjær","is_ca":false},{"name":"Robert Biskin","is_ca":true},{"name":"Claus Høstrup Vestergaard","is_ca":false},{"name":"Lea Nørgreen Gustafsson","is_ca":false},{"name":"Povl Munk‐Jørgensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03575925975317109,"gpt":0.3796759696026953,"spread":0.3439167098495243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000428344,0.0001526237,0.0002095502,0.0008477839,0.0007123683,0.0007180684,0.000280055,0.0003623397,0.001485315],"category_scores_gemma":[0.003631065,0.0001818694,0.0002117787,0.0008102646,0.0002840791,0.0005119728,0.0006422636,0.0005259424,0.0003336838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795708,"about_ca_system_score_gemma":0.0004221979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203764,"about_ca_topic_score_gemma":0.007457322,"domain_scores_codex":[0.9995567,0.0001270448,0.00005601488,0.00008645212,0.00007811125,0.00009555406],"domain_scores_gemma":[0.9987406,0.0001928158,0.0006512189,0.00003389828,0.0001599737,0.0002214125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001084856,0.00002591028,0.9960352,0.000008769342,0.00001427841,0.0002443093,0.0003182537,0.00005219385,0.000219192,0.00003051923,0.0001755885,0.002767349],"study_design_scores_gemma":[0.000004822738,0.000056774,0.9975749,0.0000122889,0.00000834205,0.001159571,0.0006635594,0.0001619932,0.00005126296,0.00007913215,0.0002223275,0.000004924411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985411,0.0003632786,0.00007225275,0.0001303926,0.00000470273,0.000007879377,0.0003206586,0.00000445108,0.000555122],"genre_scores_gemma":[0.9992675,0.0001390417,0.00008050024,0.00001434658,0.000002778809,0.000004612195,0.0003647754,0.000001324626,0.0001252344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008203764,"threshold_uncertainty_score":0.01631206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150147935","doi":"10.1002/pmh.159","title":"Correlates of psychopathic personality traits in community couples","year":2011,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":25,"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; Université Laval","funders":"","keywords":"Psychopathy; Psychology; Neuroticism; Aggression; Big Five personality traits; Clinical psychology; Personality; Distress; Psychological distress; Developmental psychology; Social psychology; Mental health; Psychiatry","authors":[{"name":"Claudia Savard","is_ca":true},{"name":"Stéphane Sabourin","is_ca":true},{"name":"Yves A. Lussier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09080098722384311,"gpt":0.3583642480741339,"spread":0.2675632608502908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948166,0.0002206434,0.0002552854,0.001153757,0.001072415,0.0005100931,0.0001963739,0.0002455916,0.002639043],"category_scores_gemma":[0.002822707,0.0002687016,0.0001564911,0.000738797,0.0004037522,0.0002196512,0.0008177652,0.0004386178,0.0001425785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587223,"about_ca_system_score_gemma":0.0001812058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146211,"about_ca_topic_score_gemma":0.003516972,"domain_scores_codex":[0.9996516,0.0001283596,0.00003055074,0.0000447517,0.00008962876,0.00005526056],"domain_scores_gemma":[0.9989184,0.0001542885,0.0004932986,0.00005709137,0.0001364602,0.0002404494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004122992,0.00005476498,0.9962329,0.000009811941,0.00001813878,0.0001574562,0.0005768302,0.0000128074,0.0002658443,0.00001545407,0.00005094911,0.002563893],"study_design_scores_gemma":[0.000003275274,0.00008620746,0.9977047,0.000005687967,0.000006471062,0.0007445619,0.001252734,0.0000506502,0.00004393139,0.00003358659,0.00006581393,0.000002531088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997141,0.00005313781,0.00001846544,0.000008837775,0.000001167365,0.000004570422,0.00001885593,7.211589e-7,0.0001802302],"genre_scores_gemma":[0.9998078,0.0000504509,0.00002759355,0.000007210274,0.00000236419,0.000004154173,0.00003529966,3.743722e-7,0.00006472639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639043,"threshold_uncertainty_score":0.008828521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1832753660","doi":"10.1002/pmh.1215","title":"Psychopathy and deception detection","year":2012,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; University of Toronto","funders":"","keywords":"Deception; Psychopathy; Lie detection; Psychology; Lying; Task (project management); CLIPS; Social psychology; Personality; Artificial intelligence","authors":[{"name":"Krystle Martin","is_ca":true},{"name":"Amy‐May Leach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03868060756581738,"gpt":0.3733271497104222,"spread":0.3346465421446048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000918289,0.0001847548,0.0001634878,0.0009014716,0.0005962083,0.0006765404,0.0001974416,0.0003294613,0.002877834],"category_scores_gemma":[0.01239342,0.0001414192,0.0001467727,0.0003883283,0.0008304224,0.000493801,0.0007883928,0.0009195305,0.000192255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410286,"about_ca_system_score_gemma":0.0003174452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339783,"about_ca_topic_score_gemma":0.002041172,"domain_scores_codex":[0.9993731,0.0002378338,0.00004973073,0.00006708596,0.000178238,0.00009408658],"domain_scores_gemma":[0.987955,0.002554124,0.007649701,0.0004210047,0.0006736589,0.0007464672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222478,0.0001854353,0.9741374,0.00003079258,0.00003036469,0.0003005417,0.001275752,0.00009783565,0.001257283,0.0003389244,0.0001829207,0.02204052],"study_design_scores_gemma":[0.000003080662,0.00008779366,0.9974985,0.00002307475,0.000009431697,0.000872163,0.00061196,0.0001843013,0.0002037833,0.0002888224,0.0002123311,0.000004801091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998634,0.0002173123,0.0001413505,0.0001132526,0.000005419698,0.000004600594,0.000012649,0.000002018317,0.000869329],"genre_scores_gemma":[0.9995329,0.0001591433,0.00009180953,0.00002536296,0.000005354577,0.000002361799,0.0000129756,8.413579e-7,0.0001693106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002877834,"threshold_uncertainty_score":0.009627283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098718714","doi":"10.1002/pmh.170","title":"Making Your Emotions Work for You: A pilot brief intervention for alexithymia with personality‐disordered offenders","year":2011,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Intervention (counseling); Psychoeducation; Clinical psychology; Toronto Alexithymia Scale; Dysfunctional family; Personality; Personality disorders; Psychological intervention; Psychotherapist; Scale (ratio); Psychiatry; Social psychology","authors":[{"name":"Mary McMurran","is_ca":false},{"name":"Mary Jinks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1561746867533915,"gpt":0.3722473599093487,"spread":0.2160726731559571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000753867,0.000562601,0.0004797392,0.0003892122,0.001417598,0.000372751,0.0008091319,0.0008146267,0.003774782],"category_scores_gemma":[0.001392312,0.0002898363,0.0005994661,0.0001880734,0.0004514191,0.0003477683,0.0008884798,0.001237291,0.0003351111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034821,"about_ca_system_score_gemma":0.001165258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099095,"about_ca_topic_score_gemma":0.005587501,"domain_scores_codex":[0.9995903,0.0001650003,0.00003701606,0.00003495251,0.00004119136,0.0001313886],"domain_scores_gemma":[0.9993019,0.0001765512,0.00006360823,0.00003481164,0.00003246771,0.0003905287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0220007,0.2952352,0.01581742,0.002297142,0.0003373382,0.005865915,0.01434716,0.001205816,0.04047032,0.0003648151,0.005640934,0.5964172],"study_design_scores_gemma":[0.04987989,0.4919384,0.3979644,0.0007979637,0.00061432,0.003845052,0.01521017,0.002978802,0.01967417,0.001022184,0.01585208,0.0002226102],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970059,0.00009800978,0.0003475132,0.0002528652,0.00005628475,0.001211231,0.00002240341,0.00005094023,0.0009548403],"genre_scores_gemma":[0.9892613,0.0005216091,0.005166807,0.0003151475,0.00007181114,0.002771973,0.00008194929,0.000009361309,0.001800096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003774782,"threshold_uncertainty_score":0.01262796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525297432","doi":"10.1002/pmh.1351","title":"Measuring child personality when child personality was not measured: Application of a thin‐slice approach","year":2016,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","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":"Public Health Ontario; Ministry of Community Safety and Correctional Services","funders":"Ontario Ministry of Research and Innovation","keywords":"Agreeableness; Psychology; Personality; Conscientiousness; Openness to experience; Big Five personality traits; Personality Assessment Inventory; Extraversion and introversion; Personality pathology; Neuroticism; Developmental psychology; Clinical psychology; Temperament; Social psychology; Personality disorders","authors":[{"name":"Jennifer L. Tackett","is_ca":false},{"name":"Avantè J. Smack","is_ca":false},{"name":"Kathrin Herzhoff","is_ca":false},{"name":"Kathleen W. Reardon","is_ca":false},{"name":"Stephanie Lynne Sebele Bass Daoud","is_ca":true},{"name":"Isabela Granic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06030447904322286,"gpt":0.3220822555518368,"spread":0.261777776508614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005728972,0.0006062924,0.0004136701,0.002232074,0.0007159699,0.001013048,0.0005896254,0.0003380679,0.001220549],"category_scores_gemma":[0.01286673,0.0004785369,0.0005518839,0.001411419,0.000789516,0.0006329646,0.00151973,0.0007389424,0.0002041934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000625223,"about_ca_system_score_gemma":0.001064381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009197721,"about_ca_topic_score_gemma":0.0224012,"domain_scores_codex":[0.9978346,0.001054704,0.000260946,0.0003174179,0.0004220423,0.0001102795],"domain_scores_gemma":[0.9908239,0.002509461,0.002510617,0.001817831,0.001967678,0.0003705134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001242915,0.0002569282,0.646821,0.00115208,0.0006625126,0.001774483,0.01700753,0.002291219,0.04796384,0.004686201,0.003304514,0.2728367],"study_design_scores_gemma":[0.0000486961,0.0006998606,0.9531617,0.0003928879,0.0002322115,0.003094999,0.008109896,0.009264796,0.01255779,0.004780734,0.007570534,0.00008591401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8379162,0.001346638,0.1483283,0.000245288,0.0001858929,0.001040808,0.001458709,0.0003445943,0.009133479],"genre_scores_gemma":[0.8526042,0.0008704124,0.1419601,0.0001663376,0.00004163519,0.001698719,0.0008033812,0.00008529545,0.001769968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009197721,"threshold_uncertainty_score":0.03029805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108090480","doi":"10.1002/pmh.1498","title":"Advancing understanding of the classification of broad autism phenotype and attention‐deficit/hyperactivity disorder symptom dimensions within the Hierarchical Taxonomy of Psychopathology","year":2020,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":17,"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":"Psychology; Autism; Psychopathology; Impulsivity; Attention deficit hyperactivity disorder; Clinical psychology; Big Five personality traits; Personality; Developmental psychology; DSM-5; Social psychology","authors":[{"name":"Kasey Stanton","is_ca":true},{"name":"Elizabeth A. DeLucia","is_ca":false},{"name":"Matthew F. D. Brown","is_ca":true},{"name":"Christina G. McDonnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08317492031580936,"gpt":0.3409030730317806,"spread":0.2577281527159712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972,0.0005442895,0.0004020594,0.002889257,0.0007287953,0.001613683,0.0004683051,0.0004979272,0.001828167],"category_scores_gemma":[0.007454837,0.0001848447,0.0006662031,0.0013927,0.00164796,0.001541311,0.002199488,0.001154767,0.0002553164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520247,"about_ca_system_score_gemma":0.001729156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260282,"about_ca_topic_score_gemma":0.03383737,"domain_scores_codex":[0.9985833,0.0005776267,0.0001625362,0.000284741,0.000269105,0.0001227448],"domain_scores_gemma":[0.9956554,0.001443948,0.001128526,0.0006283098,0.0007405481,0.0004032325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005732255,0.00008665656,0.8982142,0.0002268074,0.0001183058,0.0001817452,0.004034211,0.0006157855,0.002800622,0.01156432,0.001341113,0.08075896],"study_design_scores_gemma":[0.000008715704,0.0001161625,0.9794422,0.0001657358,0.00002447132,0.0004400183,0.002828106,0.002263969,0.0002189666,0.01132793,0.003142722,0.0000210064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383764,0.003461865,0.03704916,0.00414123,0.0001814579,0.0003728159,0.001168028,0.000154357,0.01509481],"genre_scores_gemma":[0.9767292,0.00106468,0.02042145,0.0002793655,0.00004152979,0.0001696846,0.0006830796,0.00001594332,0.0005949585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260282,"threshold_uncertainty_score":0.02505893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070218383","doi":"10.1002/pmh.1","title":"An overview on gender, personality and mental health","year":2007,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Psychology; Personality disorders; Big Five personality traits; Clinical psychology; Personality; Mental health; Psychiatry; Social psychology","authors":[{"name":"Joel Paris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140380975746047,"gpt":0.4436601506855741,"spread":0.3296220531109694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013223,0.001308056,0.002092441,0.007365456,0.0005036794,0.001498273,0.0005896301,0.001329641,0.008124666],"category_scores_gemma":[0.001370437,0.0005215809,0.0009982369,0.005187446,0.0004772043,0.002276399,0.001065584,0.001338295,0.002200532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008725962,"about_ca_system_score_gemma":0.0009044231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003039447,"about_ca_topic_score_gemma":0.003134937,"domain_scores_codex":[0.9995363,0.0001419408,0.00009709386,0.00008329118,0.00009089222,0.00005048951],"domain_scores_gemma":[0.9986789,0.0008712641,0.0001385579,0.00002603699,0.000156558,0.0001286302],"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":[0.0003006294,0.000180624,0.00752625,0.01141656,0.000349368,0.0005481796,0.0003360382,0.0005535635,0.0009128622,0.004049558,0.06644171,0.9073847],"study_design_scores_gemma":[0.00004078215,0.0006149075,0.07519926,0.0211361,0.0006251868,0.005705165,0.0006590621,0.0004413576,0.0003398845,0.01469047,0.8804495,0.00009829656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001414926,0.9912184,0.0006221615,0.001909321,0.0006949115,0.00001958492,0.000252107,0.00002556665,0.003842995],"genre_scores_gemma":[0.004200986,0.9902315,0.000696847,0.001003275,0.001575459,0.00003658891,0.0003797974,0.000008356267,0.001867211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008124666,"threshold_uncertainty_score":0.02717978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741959638","doi":"10.1002/pmh.1384","title":"Looking ahead through a fragile lens: Vulnerable narcissism and the future self","year":2017,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Narcissism; Optimism; Psychology; Distress; Mental health; Clinical psychology; Personal development; Social psychology; Psychiatry; Psychotherapist","authors":[{"name":"David Kealy","is_ca":true},{"name":"Sharan Sandhu","is_ca":true},{"name":"John S. Ogrodniczuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02514398126584897,"gpt":0.3449412201808412,"spread":0.3197972389149922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001623569,0.0002257799,0.0002280526,0.0007990573,0.0006823494,0.00161312,0.0002321003,0.0003314397,0.001770358],"category_scores_gemma":[0.004447007,0.0001370062,0.0002289647,0.0004298413,0.003425771,0.001517608,0.001455179,0.001537714,0.00007357337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006172089,"about_ca_system_score_gemma":0.0006872489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881883,"about_ca_topic_score_gemma":0.006798359,"domain_scores_codex":[0.999592,0.0002183012,0.00002216506,0.00003333881,0.00007807252,0.00005610646],"domain_scores_gemma":[0.9979118,0.0007257306,0.0007845313,0.0001281217,0.0001194348,0.0003304413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309974,0.0001720687,0.804746,0.0002041327,0.0001641987,0.002742829,0.09814706,0.0002464329,0.003325065,0.01477774,0.001201071,0.07396338],"study_design_scores_gemma":[0.000008075257,0.0001763789,0.9201068,0.000262345,0.00004179625,0.002090544,0.06255946,0.0003645256,0.0003291828,0.01124728,0.002782929,0.00003074424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910724,0.00188773,0.0005924148,0.002626654,0.00002540695,0.00000849063,0.00002957112,0.000005318973,0.003752068],"genre_scores_gemma":[0.9988837,0.0005958159,0.0001487955,0.0001325612,0.00001242988,0.000002825729,0.00001207487,0.000001164873,0.0002107887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002881883,"threshold_uncertainty_score":0.008586347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996506217","doi":"10.1002/pmh.1472","title":"General personality dimensions, impairment and treatment response in obsessive–compulsive disorder","year":2019,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Center for Research Resources; National Institute of Mental Health; National Institutes of Health","keywords":"Extraversion and introversion; Neuroticism; Psychology; Clinical psychology; Personality; Openness to experience; Big Five personality traits; Anxiety; Odds ratio; Depression (economics); Odds; Personality Assessment Inventory; Psychiatry; Internal medicine; Medicine; Logistic regression","authors":[{"name":"Jack Samuels","is_ca":false},{"name":"O. Joseph Bienvenu","is_ca":false},{"name":"Janice Krasnow","is_ca":false},{"name":"Ying Wang","is_ca":false},{"name":"Marco A. Grados","is_ca":false},{"name":"Bernadette Cullen","is_ca":false},{"name":"Fernando S. Goes","is_ca":false},{"name":"Brion S. Maher","is_ca":false},{"name":"Benjamin D. Greenberg","is_ca":false},{"name":"Nicole McLaughlin","is_ca":false},{"name":"Steven A. Rasmussen","is_ca":false},{"name":"Abby J. Fyer","is_ca":false},{"name":"James A. Knowles","is_ca":false},{"name":"James T. McCracken","is_ca":false},{"name":"John Piacentini","is_ca":false},{"name":"Dan Geller","is_ca":false},{"name":"S. Evelyn Stewart","is_ca":true},{"name":"Dennis L. Murphy","is_ca":false},{"name":"Yin‐Yao Shugart","is_ca":false},{"name":"Mark A. Riddle","is_ca":false},{"name":"Gerald Nestadt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0176949151583099,"gpt":0.3328226467417209,"spread":0.315127731583411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044831,0.0002017488,0.0002558607,0.0005888091,0.0002305052,0.0004168977,0.0001582086,0.0002559915,0.0008540472],"category_scores_gemma":[0.003996095,0.0001921384,0.0004719452,0.0005652223,0.0002591521,0.0002197695,0.0003184665,0.0005219193,0.00009231112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317474,"about_ca_system_score_gemma":0.0001386794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298474,"about_ca_topic_score_gemma":0.003720699,"domain_scores_codex":[0.9993753,0.0002939036,0.00009466171,0.00006222048,0.0001177875,0.00005605297],"domain_scores_gemma":[0.9972246,0.0007248865,0.001428062,0.000135238,0.000118162,0.0003690197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124621,0.00002968594,0.9978891,0.000007038774,0.0000619018,0.00003328332,0.00003934586,0.00003818262,0.00009382956,0.000003992073,0.00002024753,0.001658681],"study_design_scores_gemma":[0.000003048642,0.00004641087,0.9996769,0.000002530452,0.000007138901,0.0001151664,0.0000320872,0.00008109468,0.00001000204,0.000009992168,0.00001475418,9.296132e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996508,0.0001253698,0.00003052853,0.00001845463,0.000002001779,0.000003114034,0.00004059064,0.000001263194,0.0001277384],"genre_scores_gemma":[0.9997798,0.0000488264,0.00004113293,0.00001400277,0.000003383478,0.000001763073,0.00006687226,4.794163e-7,0.00004391588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298474,"threshold_uncertainty_score":0.005525649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532160013","doi":"10.1002/pmh.1287","title":"Emotional processing in a ten‐session general psychiatric treatment for borderline personality disorder: a case study","year":2015,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":13,"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":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Borderline personality disorder; Psychology; Alliance; Session (web analytics); Emotional distress; Psychotherapist; Clinical psychology; Distress; Personality; Personality disorders; Psychiatry; Anxiety; Psychoanalysis","authors":[{"name":"Laurent Berthoud","is_ca":false},{"name":"Uëli Kramer","is_ca":false},{"name":"Franz Caspar","is_ca":false},{"name":"Antonio Pascual‐Leone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07752746416140285,"gpt":0.4256252506427685,"spread":0.3480977864813657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580712,0.0005341567,0.0003859072,0.0004422276,0.002677534,0.0007084882,0.0007245019,0.001466272,0.001189638],"category_scores_gemma":[0.002580738,0.0003995814,0.0006390142,0.0004312712,0.0008539557,0.0003660835,0.0007497207,0.001452921,0.0002551779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278011,"about_ca_system_score_gemma":0.0007550289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00319766,"about_ca_topic_score_gemma":0.006613676,"domain_scores_codex":[0.9993746,0.000230871,0.00003264223,0.00005891835,0.0001019062,0.0002011355],"domain_scores_gemma":[0.9992933,0.0001860784,0.0001784728,0.00004732212,0.0000407834,0.0002540234],"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":[0.001128052,0.009024507,0.09767906,0.0003952109,0.0001261533,0.7995939,0.03373543,0.001440331,0.009787649,0.001967963,0.002261235,0.0428605],"study_design_scores_gemma":[0.0001910374,0.00502952,0.1161107,0.0001207346,0.0000906461,0.8569819,0.01162329,0.002127459,0.002207985,0.0005469428,0.004892148,0.00007781275],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971047,0.0002938579,0.0003611909,0.0002991107,0.0000238719,0.00006463369,0.00001555928,0.00001152325,0.001825493],"genre_scores_gemma":[0.9978244,0.0003749492,0.0005753763,0.0001555229,0.00003481877,0.00004597029,0.00002742288,0.000005634818,0.0009558384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00319766,"threshold_uncertainty_score":0.009272695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1913829447","doi":"10.1002/pmh.1238","title":"The relevance of social capital for the treatment of personality disorders","year":2013,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Relevance (law); Personality; Personality disorders; Psychology; Library science; Citation; Psychiatry; Sociology; Media studies; Psychoanalysis; Political science; Law","authors":[{"name":"Joel Paris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03119173612034685,"gpt":0.3616276547495003,"spread":0.3304359186291534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417705,0.0002075199,0.0002982282,0.000414615,0.0009343271,0.00114439,0.0004337357,0.0004552469,0.004592177],"category_scores_gemma":[0.00589285,0.00006822863,0.0002691821,0.0002314127,0.0009074935,0.0004909669,0.001150293,0.001000391,0.0002070919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332389,"about_ca_system_score_gemma":0.002483017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652007,"about_ca_topic_score_gemma":0.00576386,"domain_scores_codex":[0.9992462,0.0004553191,0.00001956312,0.0000429888,0.0001158333,0.0001201272],"domain_scores_gemma":[0.9970204,0.001525812,0.0002844958,0.0001687541,0.00014897,0.0008515073],"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":[0.001103163,0.003419743,0.04694168,0.0004392013,0.0003284154,0.0004561656,0.00122316,0.001811281,0.002269428,0.04392522,0.0100558,0.8880268],"study_design_scores_gemma":[0.0008470132,0.005400511,0.704125,0.001582317,0.0005362918,0.002064095,0.003117467,0.007581692,0.002097878,0.1829107,0.08963823,0.00009874188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7435264,0.03504672,0.00715633,0.09346212,0.001391468,0.0001748895,0.0002264948,0.00008040647,0.1189352],"genre_scores_gemma":[0.9912794,0.00506008,0.001285106,0.000728771,0.0003577657,0.00003613912,0.00002725298,0.000006599021,0.001218802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004592177,"threshold_uncertainty_score":0.01536238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770442742","doi":"10.1002/pmh.1406","title":"Associations between observed temperament in preschoolers and parent psychopathology","year":2017,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Children's Health Research Institute","keywords":"Temperament; Psychopathology; Psychology; Negative affectivity; Context (archaeology); Developmental psychology; Positive affectivity; Anxiety; Developmental psychopathology; Clinical psychology; Child psychopathology; Observational study; Trait; Personality; Psychiatry; Medicine; Social psychology","authors":[{"name":"Katie R. Kryski","is_ca":true},{"name":"Thomas M. Olino","is_ca":false},{"name":"Margaret W. Dyson","is_ca":false},{"name":"C. Emily Durbin","is_ca":false},{"name":"Daniel N. Klein","is_ca":false},{"name":"Elizabeth P. Hayden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1138231380201326,"gpt":0.3854393575756354,"spread":0.2716162195555028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000622782,0.000345556,0.0003039449,0.000648584,0.00043107,0.000550214,0.000248073,0.0002836702,0.002028487],"category_scores_gemma":[0.002372316,0.0002996643,0.0003584172,0.0004114492,0.0003637244,0.0003217538,0.0005503839,0.0006453269,0.000154979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167117,"about_ca_system_score_gemma":0.0002229644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009808381,"about_ca_topic_score_gemma":0.02063119,"domain_scores_codex":[0.9996969,0.00008214893,0.00003058641,0.00009409586,0.00003918159,0.00005707911],"domain_scores_gemma":[0.9986438,0.0003357012,0.0005927903,0.0001653383,0.00005680081,0.0002056791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002569252,0.00001020326,0.9985644,0.000002993935,0.00002396641,0.00006021231,0.0001822388,0.00001032744,0.0002450079,0.00001051419,0.00001880463,0.0008457148],"study_design_scores_gemma":[3.631354e-7,0.00001785296,0.9997532,0.000001492682,0.000004911954,0.00007451182,0.00008674117,0.00001060919,0.00002634296,0.000006105317,0.00001738324,5.338828e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995362,0.0001383718,0.00005188062,0.000009204551,0.000001754894,0.000002456297,0.00008585532,0.000003164801,0.000171135],"genre_scores_gemma":[0.9994963,0.00009326792,0.0001108072,0.000004634533,0.000001752844,0.000005511417,0.0001488703,0.000001794905,0.0001370296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009808381,"threshold_uncertainty_score":0.01950258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889813867","doi":"10.1002/pmh.1433","title":"The dishonest gambler: Low HEXACO honesty–humility and gambling severity in a community sample of gamblers","year":2018,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Honesty; Humility; Sample (material); Cultural humility; Social psychology; Clinical psychology; Pedagogy; Cultural competence","authors":[{"name":"Hyoun S. Kim","is_ca":true},{"name":"Christina L. Rash","is_ca":true},{"name":"Daniel S. McGrath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1182746855020929,"gpt":0.4271055587729869,"spread":0.308830873270894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005206667,0.0002573745,0.0002513789,0.0008234422,0.0005006922,0.0005509027,0.0001519814,0.0003205372,0.001883735],"category_scores_gemma":[0.001719281,0.0002711962,0.0001582849,0.0003442719,0.0004602188,0.0003105773,0.0006704275,0.0006077923,0.0001601117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727415,"about_ca_system_score_gemma":0.0001554161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396236,"about_ca_topic_score_gemma":0.01046858,"domain_scores_codex":[0.9998329,0.00005458823,0.00001532919,0.00003163196,0.0000408345,0.00002457689],"domain_scores_gemma":[0.9993877,0.00009599639,0.0002773914,0.00003081636,0.00003671202,0.0001714235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001379993,0.0001660328,0.996225,0.00001137819,0.0000252352,0.0001513129,0.0005399531,0.0000199183,0.0004917196,0.00002879703,0.00004599865,0.002156634],"study_design_scores_gemma":[0.000003767773,0.00005507191,0.9991865,0.000003069292,0.000004776653,0.0002583113,0.0003319601,0.00008232975,0.00001670368,0.00003478728,0.00002124827,0.000001559358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998443,0.00002449906,0.00001430639,0.00001025002,0.000001161313,0.000003447961,0.000008062706,5.137164e-7,0.00009329496],"genre_scores_gemma":[0.9997796,0.00002439824,0.00004486265,0.00001061753,0.000002634693,0.000002495503,0.00002508348,3.969539e-7,0.0001098354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00396236,"threshold_uncertainty_score":0.007878602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019461236","doi":"10.1002/pmh.13","title":"The impact of personality disorders on treatment outcome in bipolar disorder: A review","year":2007,"lang":"en","type":"review","venue":"Personality and Mental Health","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Bipolar disorder; Personality disorders; Comorbidity; Psychopathology; Psychology; Clinical psychology; Psychiatry; Borderline personality disorder; Personality; Cognition","authors":[{"name":"Peter Bieling","is_ca":true},{"name":"Sheryl M. Green","is_ca":true},{"name":"Glenda MacQueen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09573501956067514,"gpt":0.4576014784412609,"spread":0.3618664588805858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695048,0.0005909619,0.003022212,0.00274803,0.0002058765,0.000835292,0.001018159,0.0007668893,0.002902381],"category_scores_gemma":[0.004739263,0.000250497,0.0009322903,0.00376016,0.0002876713,0.0006565424,0.0003604301,0.0004699069,0.0004546057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007053531,"about_ca_system_score_gemma":0.001320933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192716,"about_ca_topic_score_gemma":0.003444046,"domain_scores_codex":[0.999267,0.0002613039,0.0001972708,0.0000791099,0.0001684611,0.00002680265],"domain_scores_gemma":[0.9973743,0.001915296,0.0003718112,0.00003395914,0.0002418098,0.00006285802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003105591,0.00006615804,0.001151896,0.1291347,0.0009269724,0.0002293558,0.00009092603,0.0002815359,0.0002268031,0.000423337,0.01183727,0.8553206],"study_design_scores_gemma":[0.000678176,0.001188365,0.02968749,0.3357231,0.01317763,0.007002814,0.0007378926,0.0005373457,0.001022887,0.002320462,0.6078236,0.0001002453],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000220857,0.9994569,0.00001834472,0.00006279746,0.00003178174,0.000004513348,0.00002063489,0.000002211476,0.0001818268],"genre_scores_gemma":[0.002523632,0.9972331,0.00008163377,0.00005130334,0.00002829899,0.000009998206,0.00002641339,6.565378e-7,0.00004504536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003022212,"threshold_uncertainty_score":0.009709477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175197391","doi":"10.1002/pmh.1522","title":"Analysis of the interaction between personality dysfunction and traits in the statistical prediction of physical aggression: Results from outpatient and community samples","year":2021,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Montréal; McGill University; Université Laval; Université du Québec à Trois-Rivières","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Personality; Big Five personality traits; Aggression; Trait; Personality disorders; Clinical psychology; Categorical variable; Personality Assessment Inventory; Psychiatry; Social psychology","authors":[{"name":"Philippe Leclerc","is_ca":true},{"name":"Claudia Savard","is_ca":true},{"name":"David D. Vachon","is_ca":true},{"name":"Jonathan Faucher","is_ca":true},{"name":"Maude Payant","is_ca":true},{"name":"Mireille Lampron","is_ca":true},{"name":"Marc Tremblay","is_ca":true},{"name":"Dominick Gamache","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08323104994094532,"gpt":0.3807877586976408,"spread":0.2975567087566954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007188984,0.0005190126,0.0006944696,0.0008947422,0.0007094006,0.0008251196,0.0007427092,0.0005317313,0.001250102],"category_scores_gemma":[0.01782579,0.0003665441,0.000929211,0.0007448575,0.0006126118,0.0003924771,0.001166439,0.0009995783,0.0002607054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003815297,"about_ca_system_score_gemma":0.0004798982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453661,"about_ca_topic_score_gemma":0.007931571,"domain_scores_codex":[0.9918847,0.006062827,0.0003753224,0.0007407468,0.0006611782,0.0002751543],"domain_scores_gemma":[0.9853388,0.009672246,0.001870914,0.001267825,0.000957177,0.0008930001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007340812,0.0004031379,0.9920169,0.00002191509,0.0003992021,0.0001049003,0.001117093,0.00007313557,0.000509384,0.0000220264,0.0001059105,0.00449224],"study_design_scores_gemma":[0.00003090169,0.0005739208,0.9977636,0.000004812504,0.00008123279,0.0001818448,0.0006255478,0.0005828334,0.00006750748,0.00002351121,0.00005906875,0.000005196437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999639,0.00003989667,0.0001745935,0.0000126548,0.000003610444,0.00001204511,0.00003684525,0.000002628842,0.0000787716],"genre_scores_gemma":[0.9995462,0.00002591175,0.0001712276,0.00001152075,0.000006648986,0.00001866083,0.0001609817,0.000002984454,0.0000557765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007188984,"threshold_uncertainty_score":0.03801948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992120721","doi":"10.1002/pmh.1476","title":"Social role dysfunction and coping in borderline personality disorder","year":2020,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"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 British Columbia","funders":"University of Alberta","keywords":"Borderline personality disorder; Psychology; Coping (psychology); Social support; Psychological intervention; Clinical psychology; Social functioning; Psychiatry; Psychotherapist; Distress","authors":[{"name":"Emma M. Carlson","is_ca":true},{"name":"Daniel W. Cox","is_ca":true},{"name":"David Kealy","is_ca":true},{"name":"Alexander L. Chapman","is_ca":true},{"name":"John S. Ogrodniczuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03971125108277697,"gpt":0.3615446771166842,"spread":0.3218334260339072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006648524,0.0002139897,0.0001684316,0.000456145,0.0004825822,0.0005216711,0.0001940752,0.000216336,0.001417131],"category_scores_gemma":[0.002549113,0.000154024,0.0002175737,0.0003306624,0.0004943487,0.0002264689,0.0007149861,0.0004665391,0.00008597187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004579398,"about_ca_system_score_gemma":0.0003643786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243371,"about_ca_topic_score_gemma":0.006517606,"domain_scores_codex":[0.9996939,0.0001679204,0.00001567218,0.00002329867,0.00004787424,0.00005131153],"domain_scores_gemma":[0.9992738,0.000197008,0.0002923612,0.00002457378,0.00002953182,0.0001827734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350047,0.0001639994,0.9760334,0.00005238568,0.00006388511,0.0005296855,0.003140404,0.00007078311,0.0006462914,0.0001919962,0.0002184965,0.01875366],"study_design_scores_gemma":[0.000003484583,0.00006456031,0.9974336,0.00002028652,0.00001010662,0.0004546249,0.001560189,0.00009513502,0.00001955837,0.0001805287,0.000154984,0.000003028446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988438,0.0004218301,0.00003928316,0.000120175,0.000004331333,0.000003841822,0.00001345706,0.000001210775,0.0005520978],"genre_scores_gemma":[0.9995685,0.0002122187,0.0000536617,0.0000280143,0.00000338376,0.000004926071,0.00001800085,5.433403e-7,0.0001108433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003243371,"threshold_uncertainty_score":0.006448984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145974710","doi":"10.1002/pmh.1218","title":"Differentiating normal and disordered personality using the General Assessment of Personality Disorder (GAPD)","year":2012,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Personality; Personality pathology; Personality disorders; Psychology; Avoidant personality disorder; Clinical psychology; Personality Assessment Inventory; Sadistic personality disorder; Borderline personality disorder; Psychiatry; Social psychology","authors":[{"name":"Annett G. Hentschel","is_ca":false},{"name":"W. John Livesley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05603527905388519,"gpt":0.4053001916182352,"spread":0.34926491256435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001550936,0.0003622413,0.0004192986,0.001481492,0.0002809753,0.0006722702,0.0002622136,0.0002614153,0.001567259],"category_scores_gemma":[0.005584022,0.0001221325,0.0004054518,0.0008687467,0.000272814,0.0004076553,0.0009247419,0.0006245406,0.0004228861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529859,"about_ca_system_score_gemma":0.0004831584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021718,"about_ca_topic_score_gemma":0.006381877,"domain_scores_codex":[0.9990329,0.0002933169,0.0001901821,0.00008783769,0.0003198161,0.00007607165],"domain_scores_gemma":[0.99843,0.0004847469,0.0005206075,0.00009162071,0.000289222,0.0001838664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889994,0.0002248649,0.9112542,0.0002289905,0.0001048375,0.0003623301,0.0009205767,0.0004438166,0.001706707,0.0007438343,0.003408503,0.08041243],"study_design_scores_gemma":[0.00001603498,0.0002783471,0.9939891,0.00007027207,0.00001587349,0.001024574,0.0005092665,0.001036988,0.0002537569,0.00078264,0.002010071,0.00001304997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784847,0.001352179,0.005360646,0.0004143295,0.0001632803,0.0008815721,0.002695508,0.0001260287,0.01052171],"genre_scores_gemma":[0.9807152,0.00081757,0.01435784,0.0001444394,0.00002386956,0.0003922865,0.001999924,0.000009601868,0.00153939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003021718,"threshold_uncertainty_score":0.008202255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022218849","doi":"10.1002/pmh.1483","title":"Access to psychotherapy for patients with personality disorders","year":2020,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Computer Research Institute of Montréal; Jewish General Hospital","funders":"","keywords":"Psychotherapist; Psychology; Personality; Personality disorders; Clinical psychology; Psychiatry; Psychoanalysis","authors":[{"name":"Joel Paris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04724494044607856,"gpt":0.3878147533308735,"spread":0.3405698128847949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004701478,0.00008841482,0.0003047051,0.0005733518,0.0009930179,0.0007023993,0.0003729725,0.0009175194,0.08062831],"category_scores_gemma":[0.004089524,0.0001178733,0.0003598903,0.0005993422,0.0002836169,0.0007324276,0.002248238,0.0009423574,0.005009269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005859022,"about_ca_system_score_gemma":0.001930309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004004977,"about_ca_topic_score_gemma":0.008359316,"domain_scores_codex":[0.9995814,0.0001120005,0.00003285689,0.00004637317,0.00005863365,0.0001687396],"domain_scores_gemma":[0.9971406,0.0004117402,0.0004847531,0.0001058137,0.0001680853,0.001689052],"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":[0.0006381057,0.001006478,0.2269567,0.001155266,0.00008375479,0.005122456,0.001902115,0.0002035552,0.002220529,0.00452532,0.1504585,0.6057272],"study_design_scores_gemma":[0.0006872788,0.00126317,0.6042292,0.003372973,0.0001677171,0.01784293,0.0039797,0.0007451684,0.0004708437,0.01442098,0.3527561,0.00006387259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5024779,0.05304324,0.002495335,0.1176238,0.001943968,0.0004602352,0.003447882,0.0004964175,0.3180112],"genre_scores_gemma":[0.8947222,0.02577692,0.002188742,0.02834974,0.002733885,0.0003010336,0.001615015,0.00007346543,0.04423889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08062831,"threshold_uncertainty_score":0.2697285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012070195","doi":"10.1002/pmh.29","title":"Personality disorder in adolescence: The diagnosis that dare not speak its name","year":2008,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Personality; Psychology; Personality disorders; Citation; Psychiatry; Psychoanalysis; Library science","authors":[{"name":"Joel Paris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07743904839525065,"gpt":0.3659838748602276,"spread":0.2885448264649769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006838226,0.0002854377,0.0004915862,0.0006387545,0.001597223,0.001311542,0.000373288,0.002246971,0.001072401],"category_scores_gemma":[0.002967551,0.000169232,0.0001893554,0.0006782396,0.002134976,0.00223998,0.00161587,0.003611184,0.000276268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982781,"about_ca_system_score_gemma":0.003042059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003064639,"about_ca_topic_score_gemma":0.006608374,"domain_scores_codex":[0.9995618,0.0001199747,0.00006724378,0.00005257102,0.0001001972,0.00009812965],"domain_scores_gemma":[0.999041,0.0001754087,0.0002145965,0.00003219208,0.000149423,0.0003872247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001755773,0.0006809838,0.5620427,0.0007916293,0.00007345582,0.03092466,0.01539463,0.0002343102,0.005054771,0.06383414,0.1045891,0.2162041],"study_design_scores_gemma":[0.0000528977,0.0005226982,0.4643759,0.004582152,0.0001493994,0.2122938,0.03577406,0.0008077542,0.0009896235,0.04987764,0.2304259,0.000148148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.447178,0.1789075,0.003327911,0.3031553,0.01208921,0.0001336902,0.000447362,0.0001257413,0.05463533],"genre_scores_gemma":[0.9221219,0.04816543,0.002068707,0.01833021,0.004297914,0.00006223402,0.0001548044,0.00002599882,0.004772827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003064639,"threshold_uncertainty_score":0.006093562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297022782","doi":"10.1002/pmh.1568","title":"Are physical activity and nutrition linked to personality disorders? Health habits and personality disorders: A scoping review","year":2022,"lang":"en","type":"review","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Observational study; Personality; Confounding; Population; Psychology; Life expectancy; Clinical psychology; Personality disorders; Expectancy theory; Gerontology; Medicine; Psychiatry; Environmental health; Social psychology","authors":[{"name":"Samuel St‐Amour","is_ca":true},{"name":"Felix‐Antoine Bérubé","is_ca":true},{"name":"Lionel Cailhol","is_ca":true},{"name":"Catherine Le Corff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.113452172307821,"gpt":0.459000310302983,"spread":0.345548137995162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487656,0.001199468,0.004022236,0.008748961,0.0006174151,0.00248129,0.001273504,0.002161429,0.004780896],"category_scores_gemma":[0.01217547,0.0007376081,0.003547218,0.0091918,0.0007110335,0.001645817,0.001390142,0.001219865,0.0005320307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768951,"about_ca_system_score_gemma":0.005790205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007798743,"about_ca_topic_score_gemma":0.01330417,"domain_scores_codex":[0.9984498,0.0004138891,0.000562163,0.0001602126,0.0003283828,0.00008557852],"domain_scores_gemma":[0.9914358,0.006797675,0.001015894,0.00009515958,0.0005673972,0.00008801443],"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":[0.0001078773,0.00004121483,0.001062666,0.6968824,0.002591506,0.0001927206,0.0003746276,0.0001934005,0.0001649957,0.001033096,0.008295329,0.2890601],"study_design_scores_gemma":[0.00004160247,0.00008114641,0.005388526,0.898826,0.009888896,0.0008091863,0.0003807062,0.00009391001,0.0001208817,0.0009062755,0.08342922,0.00003379033],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001250765,0.999449,0.00002968891,0.000122601,0.00006821455,0.00001598188,0.00003423892,0.000001848677,0.0001533732],"genre_scores_gemma":[0.0009374696,0.998714,0.00006522628,0.0001189057,0.0000405318,0.00002917336,0.0000384932,9.323481e-7,0.00005525208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008748961,"threshold_uncertainty_score":0.01599365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093063499","doi":"10.1002/pmh.89","title":"The clinical significance of co‐morbid post‐traumatic stress disorder and borderline personality disorder: Case study and literature review","year":2009,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Borderline personality disorder; Psychology; Psychopathology; Anger; Anxiety; Clinical psychology; Psychiatry; Personality; Clinical significance; Psychotherapist; Medicine; Psychoanalysis","authors":[{"name":"Biruthvie Vignarajah","is_ca":true},{"name":"Paul S. Links","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04940836034184719,"gpt":0.440043431237701,"spread":0.3906350708958538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327487,0.0007553729,0.0009407327,0.005191841,0.001429829,0.001510736,0.0013495,0.002691347,0.002853514],"category_scores_gemma":[0.004461453,0.0005761302,0.0006439049,0.004309861,0.00144984,0.001526102,0.00127327,0.0009677242,0.001114884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009718534,"about_ca_system_score_gemma":0.00170665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925411,"about_ca_topic_score_gemma":0.003174162,"domain_scores_codex":[0.9983402,0.0004211059,0.0005152606,0.0001488164,0.0003532574,0.0002212664],"domain_scores_gemma":[0.9977427,0.000827702,0.0008409646,0.00009191792,0.000276755,0.0002200497],"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":[0.00005301665,0.00008412747,0.01509296,0.002704864,0.00007301869,0.9462976,0.001469549,0.0001060826,0.0008473892,0.0005824625,0.001897234,0.03079182],"study_design_scores_gemma":[0.000005715868,0.00004664513,0.007862145,0.0008166131,0.00007594639,0.9822422,0.001795691,0.00004858409,0.0002501783,0.0002075381,0.006626215,0.00002253353],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4026299,0.5623369,0.003353581,0.00436985,0.001290685,0.0004124884,0.000452359,0.0000990492,0.02505523],"genre_scores_gemma":[0.811976,0.1798982,0.00273549,0.001235888,0.0009627048,0.0001580787,0.0002795031,0.00001898056,0.002735107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005191841,"threshold_uncertainty_score":0.009545922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293769599","doi":"10.1002/pmh.1565","title":"Borderline personality disorder symptoms in individuals with eating disorder: Association with severity, psychological distress, and psychosocial function","year":2022,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"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":"","keywords":"Borderline personality disorder; Psychosocial; Distress; Clinical psychology; Psychology; Body mass index; Eating disorders; Psychiatry; Comorbidity; Medicine; Internal medicine","authors":[{"name":"Prudence Vivarini","is_ca":false},{"name":"Zoë Jenkins","is_ca":false},{"name":"David Castle","is_ca":true},{"name":"Karen Gwee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01720774127819969,"gpt":0.3314116837099486,"spread":0.3142039424317489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003415024,0.0001948208,0.0002395306,0.0007728335,0.0003789033,0.0004089382,0.0001775995,0.0002867854,0.0008462875],"category_scores_gemma":[0.001941118,0.0001919758,0.0001567731,0.0004739973,0.0002427813,0.0002469495,0.0004415243,0.0004674595,0.0001354576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710957,"about_ca_system_score_gemma":0.0001189301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171583,"about_ca_topic_score_gemma":0.003590717,"domain_scores_codex":[0.9997928,0.00005601197,0.00003489151,0.00003501759,0.00005099219,0.00003027963],"domain_scores_gemma":[0.998896,0.0002028893,0.0005499279,0.00003324225,0.00009238981,0.0002255327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004216783,0.00003936329,0.9986035,0.000005895472,0.00001132915,0.00006843608,0.00008567941,0.000008330194,0.0001907191,0.000003758568,0.00002576068,0.0009151211],"study_design_scores_gemma":[0.000001881017,0.0000480508,0.9994202,0.0000023891,0.000003820343,0.0002777589,0.0001585742,0.00003748318,0.0000160797,0.000007104309,0.0000256874,9.05998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997422,0.00007204121,0.00001964599,0.00001412858,0.000001990825,0.000003080729,0.00003304335,7.989032e-7,0.0001129597],"genre_scores_gemma":[0.9997573,0.00004753973,0.00006105584,0.00001043108,0.000003247859,0.000003005437,0.00006902618,4.654519e-7,0.00004792022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002171583,"threshold_uncertainty_score":0.00431788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162011966","doi":"10.1002/pmh.1514","title":"Interactions between neuroticism and stressful life events predict response to pharmacotherapy for major depression: A CAN‐BIND 1 report","year":2021,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University Health Network; Dalhousie University; University of Toronto; University of British Columbia; St. Joseph’s Healthcare Hamilton; Providence Health Care; McMaster University; Queen's University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; H. Lundbeck A/S; Pfizer; Servier; National Institute of Mental Health; Ontario Brain Institute; Bristol-Myers Squibb","keywords":"Escitalopram; Neuroticism; Psychology; Clinical psychology; Major depressive disorder; Personality; Depression (economics); Pharmacotherapy; Late life depression; Big Five personality traits; Psychiatry; Antidepressant; Mood; Anxiety; Cognition","authors":[{"name":"Timothy A. Allen","is_ca":true},{"name":"Kate L. Harkness","is_ca":true},{"name":"Raymond W. Lam","is_ca":true},{"name":"Roumen Milev","is_ca":true},{"name":"Benício N. Frey","is_ca":true},{"name":"Daniel J. Müller","is_ca":true},{"name":"Rudolf Uher","is_ca":true},{"name":"Sidney H. Kennedy","is_ca":true},{"name":"Lena C. Quilty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1183044552296432,"gpt":0.4989342451641418,"spread":0.3806297899344986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141183,0.000191565,0.0002248906,0.000346437,0.0002242925,0.000473771,0.0001334621,0.0002916427,0.002921277],"category_scores_gemma":[0.003487628,0.0001428598,0.000426668,0.0001846146,0.0001512847,0.0002078389,0.0004088548,0.0004116032,0.0002167341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358334,"about_ca_system_score_gemma":0.0001876698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127801,"about_ca_topic_score_gemma":0.003031149,"domain_scores_codex":[0.9994763,0.000283887,0.00004656283,0.00004021446,0.00009523198,0.0000578784],"domain_scores_gemma":[0.9977278,0.0009672152,0.0007342151,0.0001035537,0.0001417992,0.0003254038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712718,0.00006956,0.9961826,0.000007719842,0.00006651211,0.00002227397,0.00005481175,0.00002368918,0.0001388716,0.000005386102,0.00007438746,0.003182868],"study_design_scores_gemma":[0.000006517106,0.0001181637,0.9994823,0.000004893835,0.00001743601,0.00004805919,0.00006000631,0.00015762,0.00002586186,0.00001021415,0.00006746838,0.000001411076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991468,0.0001893384,0.00005762771,0.00008707085,0.000007547361,0.000008047076,0.00009005454,0.000001720278,0.0004117043],"genre_scores_gemma":[0.9994809,0.00008632495,0.00008986996,0.00003338318,0.00001665555,0.000006145979,0.000105331,7.530674e-7,0.0001805998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002921277,"threshold_uncertainty_score":0.009772658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171712489","doi":"10.1002/pmh.1521","title":"Psychotherapeutic case formulation: Plan analysis for narcissistic personality disorder","year":2021,"lang":"en","type":"article","venue":"Personality and Mental Health","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":"University of Windsor","funders":"","keywords":"Psychology; Plan (archaeology); Psychotherapist; Narcissism; Personality; Clinical psychology; Scale (ratio); Personality disorders; Sample (material); Social psychology","authors":[{"name":"Loris Grandjean","is_ca":false},{"name":"Jana Hummel","is_ca":false},{"name":"Dominik Wyer","is_ca":false},{"name":"Hélène Beuchat","is_ca":false},{"name":"Franz Caspar","is_ca":false},{"name":"Rainer Sachse","is_ca":false},{"name":"Thomas Berger","is_ca":false},{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07061515144191859,"gpt":0.401203472987569,"spread":0.3305883215456504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005294379,0.0005169829,0.0002577581,0.001661571,0.001138306,0.001036462,0.0009186306,0.0004228433,0.005309767],"category_scores_gemma":[0.01883563,0.0002621148,0.0005252373,0.001284742,0.001407629,0.0008682539,0.001825897,0.001126975,0.0004436107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706867,"about_ca_system_score_gemma":0.002726774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079184,"about_ca_topic_score_gemma":0.002611961,"domain_scores_codex":[0.9945177,0.003977824,0.0002790899,0.0002973206,0.000771684,0.0001563862],"domain_scores_gemma":[0.9831988,0.011805,0.002039565,0.00137532,0.001215571,0.0003658013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007530481,0.000768501,0.0666716,0.002130107,0.0001249332,0.004643392,0.05856183,0.008350035,0.01137345,0.02096924,0.01109767,0.8145562],"study_design_scores_gemma":[0.0007562843,0.003510702,0.2425732,0.003889162,0.000491579,0.04980455,0.1226846,0.1545991,0.07067432,0.1725593,0.1779848,0.0004723537],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495115,0.0007335554,0.3278081,0.00280329,0.0001095855,0.004142999,0.0005988112,0.0006360051,0.01365609],"genre_scores_gemma":[0.6284804,0.0005673526,0.3661288,0.000272566,0.00002963981,0.001888469,0.0004168758,0.00009111402,0.002124833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005309767,"threshold_uncertainty_score":0.0279997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210949488","doi":"10.1002/pmh.1539","title":"The screen for cognitive impairment in psychiatry in patients with borderline personality disorder","year":2022,"lang":"en","type":"article","venue":"Personality and Mental Health","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":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Borderline personality disorder; Psychology; Cognitive impairment; Clinical psychology; Cognition; Psychiatry; Psychotherapist; Personality disorders; Personality; Psychoanalysis","authors":[{"name":"Federica Folesani","is_ca":false},{"name":"Martino Belvederi Murri","is_ca":false},{"name":"Bruno Biancosino","is_ca":false},{"name":"Silvia Souza da Costa","is_ca":false},{"name":"Luigi Zerbinati","is_ca":false},{"name":"Rosangela Caruso","is_ca":false},{"name":"Maria Giulia Nanni","is_ca":false},{"name":"Tommaso Toffanin","is_ca":false},{"name":"Maria Ferrara","is_ca":false},{"name":"Scot E. Purdon","is_ca":true},{"name":"Luigi Grassi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545916155655582,"gpt":0.3311549282885735,"spread":0.3156957667320177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008965958,0.0003128606,0.0003989329,0.0009568945,0.0004090877,0.0004112229,0.0002345516,0.0002433795,0.0008275791],"category_scores_gemma":[0.003473618,0.0001445849,0.0002773109,0.0005374036,0.0001917466,0.0002206247,0.0004346083,0.0006570294,0.0002429688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968495,"about_ca_system_score_gemma":0.0004334137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202004,"about_ca_topic_score_gemma":0.00715928,"domain_scores_codex":[0.9996494,0.0001349255,0.00005259679,0.000027261,0.00009714533,0.00003874547],"domain_scores_gemma":[0.9991079,0.0002500049,0.000315303,0.00003285314,0.0001463625,0.0001475953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000277638,0.0002031289,0.9754847,0.00007289553,0.00003251908,0.0004051815,0.000430837,0.0001179911,0.0008867576,0.00002744831,0.0004906014,0.02157027],"study_design_scores_gemma":[0.000016518,0.0003582139,0.9978141,0.00001792281,0.00001606987,0.0007622011,0.0002238503,0.0003060383,0.0001850653,0.00004104239,0.0002548124,0.00000420551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980507,0.0003440287,0.0001571241,0.00008934589,0.00001238808,0.00007557226,0.0001501663,0.0000127223,0.001107939],"genre_scores_gemma":[0.9982881,0.0002646301,0.0008351398,0.00003994372,0.00001016106,0.00005793355,0.0002098193,0.000001742932,0.0002925079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003202004,"threshold_uncertainty_score":0.00636673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395667998","doi":"10.1002/pmh.1615","title":"Loneliness in narcissistic vulnerability: Examining domains of personality functioning","year":2024,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychology; Loneliness; Vulnerability (computing); Personality; Psychotherapist; Clinical psychology; Developmental psychology; Psychoanalysis","authors":[{"name":"Ellen F. Finch","is_ca":false},{"name":"David Kealy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08895605393348187,"gpt":0.4051703661674352,"spread":0.3162143122339533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145557,0.0004076601,0.0004288459,0.0006880735,0.0005698878,0.0006440796,0.0002890801,0.0004327226,0.001305923],"category_scores_gemma":[0.003161158,0.0001869508,0.0006367654,0.0005084232,0.0003549392,0.0007501259,0.001052889,0.0006835818,0.0001210591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771982,"about_ca_system_score_gemma":0.0003533697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317032,"about_ca_topic_score_gemma":0.007349124,"domain_scores_codex":[0.9996983,0.0001258627,0.00002715455,0.00005458879,0.00004507741,0.00004912329],"domain_scores_gemma":[0.9985698,0.0002489528,0.0006200564,0.0000861376,0.0001120825,0.0003628441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694027,0.000103121,0.9915826,0.00003638169,0.00009520897,0.0001156422,0.001388526,0.00005972698,0.0009831141,0.00002650333,0.00003723157,0.005402432],"study_design_scores_gemma":[9.997236e-7,0.00007227951,0.9994647,0.000004342622,0.000007971295,0.00005207523,0.0002658864,0.00005213993,0.00003415838,0.00001116818,0.00003242645,0.000001833545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995769,0.0001512239,0.00003977429,0.00001882237,0.000002066515,0.000008390746,0.00002670544,0.000001071407,0.0001751079],"genre_scores_gemma":[0.9995943,0.00009148269,0.0000833324,0.00000752459,0.000003132647,0.00001337094,0.00005616565,5.687324e-7,0.0001501264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317032,"threshold_uncertainty_score":0.006595433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399138118","doi":"10.1002/pmh.1627","title":"Patient‐related factors associated with patient retention and non‐completion in psychosocial treatment of borderline personality disorder: A systematic review","year":2024,"lang":"en","type":"review","venue":"Personality and Mental Health","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":"Western University; St Joseph's Health Care; The Scarborough Hospital; Toronto Metropolitan University","funders":"","keywords":"CINAHL; Psychosocial; PsycINFO; Borderline personality disorder; Psychological intervention; Psychology; Clinical psychology; Motivational interviewing; Psychotherapist; Attrition; Biosocial theory; Personality; Mindfulness; MEDLINE; Psychiatry; Medicine; Social psychology","authors":[{"name":"Parky Lau","is_ca":true},{"name":"Maya E. Amestoy","is_ca":true},{"name":"Maya Roth","is_ca":true},{"name":"Candice M. Monson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05829770450061184,"gpt":0.379842833813797,"spread":0.3215451293131851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006257585,0.0009321842,0.005353466,0.005420839,0.0005278066,0.002143716,0.001282531,0.001296758,0.003172091],"category_scores_gemma":[0.03254853,0.0006506906,0.006749911,0.00688498,0.0005784036,0.001451368,0.001177431,0.0009202014,0.000200202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159778,"about_ca_system_score_gemma":0.008276474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006798919,"about_ca_topic_score_gemma":0.01925577,"domain_scores_codex":[0.995605,0.001556863,0.001541705,0.0003331805,0.0008336502,0.0001296445],"domain_scores_gemma":[0.9775736,0.01730679,0.003288161,0.0002409717,0.001379251,0.000211231],"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":[0.0002932729,0.00003772552,0.001926858,0.9028676,0.0115694,0.00009302784,0.0002425401,0.00008838133,0.00009431168,0.0001407202,0.00125214,0.08139403],"study_design_scores_gemma":[0.0003338222,0.0003896879,0.01322459,0.8583844,0.1106905,0.0005967244,0.0005165229,0.0001221702,0.0001904661,0.0003065674,0.01519257,0.0000519345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001472752,0.9978175,0.00008154594,0.0001115384,0.00004533797,0.0001518253,0.0001769597,0.000004213161,0.0001383133],"genre_scores_gemma":[0.01484898,0.984167,0.0002763715,0.0001790672,0.00004014432,0.0002623004,0.0001572933,0.000002910222,0.00006588663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006798919,"threshold_uncertainty_score":0.03309363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1535544477","doi":"10.1002/pmh.183","title":"The promise and the problems","year":2011,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Citation; Library science; Sociology; Media studies; Psychology; Art history; History; Computer science","authors":[{"name":"Joel Paris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05715582928410071,"gpt":0.3369748839007815,"spread":0.2798190546166808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03670051,0.0009355208,0.002297797,0.002468534,0.00730323,0.0141071,0.002846333,0.01733697,0.03122149],"category_scores_gemma":[0.06522731,0.0005898356,0.0008947563,0.001478962,0.0537478,0.03903214,0.008191966,0.03036045,0.005868829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005056036,"about_ca_system_score_gemma":0.009076864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0057991,"about_ca_topic_score_gemma":0.008519596,"domain_scores_codex":[0.9875118,0.006234165,0.0004072064,0.001804202,0.003209113,0.0008336226],"domain_scores_gemma":[0.9124826,0.06703089,0.002117374,0.006362304,0.0069623,0.005044573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001522976,0.00009755678,0.001820683,0.0002563975,0.0000432117,0.0002348912,0.002816616,0.0001589943,0.0001347819,0.7481509,0.1895606,0.05657306],"study_design_scores_gemma":[0.00007337989,0.00003214286,0.0009372528,0.0007532349,0.00001840101,0.0003507733,0.00471741,0.0003385934,0.00007470945,0.6152963,0.3773534,0.00005436866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001641213,0.05084845,0.001729921,0.9109947,0.005853237,0.00001169531,0.00008993358,0.00003702734,0.02879371],"genre_scores_gemma":[0.2212787,0.09677608,0.007652207,0.5583737,0.06809308,0.00035792,0.0003088852,0.0002823017,0.04687709],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03670051,"threshold_uncertainty_score":0.1940931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386624288","doi":"10.1002/pmh.1590","title":"Proposed Specifiers for Conduct Disorder (PSCD) self‐report: Factor structure and validation in a community sample of Belgian youth","year":2023,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","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 of British Columbia","funders":"","keywords":"Psychology; Psychopathy; Conscientiousness; Agreeableness; Prosocial behavior; Extraversion and introversion; Conduct disorder; Facet (psychology); Developmental psychology; Openness to experience; Clinical psychology; Personality; Big Five personality traits; Social psychology","authors":[{"name":"Randall T. Salekin","is_ca":false},{"name":"Laura López‐Romero","is_ca":false},{"name":"Jessica C. Grant","is_ca":true},{"name":"Blair D. Batky","is_ca":false},{"name":"Kasia Uzieblo","is_ca":false},{"name":"Olivier F. Colins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029512853768265,"gpt":0.3921429536207935,"spread":0.289191668243967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001894768,0.0005093592,0.0004260212,0.002618985,0.0006041943,0.0006960177,0.0003992911,0.000416174,0.001321783],"category_scores_gemma":[0.003686395,0.0002992038,0.0007096478,0.001438273,0.0004659642,0.0002436495,0.0006055085,0.0004350425,0.0002471949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011124,"about_ca_system_score_gemma":0.0008516484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02787444,"about_ca_topic_score_gemma":0.0488903,"domain_scores_codex":[0.9992336,0.0001827402,0.0001211391,0.0001355642,0.0002203663,0.0001066006],"domain_scores_gemma":[0.997993,0.0003666887,0.0008771878,0.0001014247,0.0004543054,0.000207384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006739602,0.00005596242,0.9906291,0.00003042456,0.0000553116,0.00005320975,0.0005569956,0.0001410077,0.0003562566,0.00004363889,0.0002537546,0.007756776],"study_design_scores_gemma":[0.00000562801,0.00004138092,0.9989999,0.00001050861,0.00001091604,0.0001168809,0.0002241928,0.0001407588,0.00004349896,0.00001830485,0.0003855908,0.000002349019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984317,0.0001952944,0.0002756293,0.00002780371,0.00001078818,0.0000729975,0.0005106615,0.00001005617,0.0004650625],"genre_scores_gemma":[0.9961126,0.0002044812,0.001042627,0.00002327854,0.000009756694,0.0001088641,0.002028487,0.000008140891,0.0004617478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787444,"threshold_uncertainty_score":0.05542439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361296847","doi":"10.1002/pmh.1584","title":"Using the HEXACO to explain the structure of borderline and psychopathic personality traits","year":2023,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Conscientiousness; Agreeableness; Big Five personality traits; Personality; Extraversion and introversion; Emotionality; Hierarchical structure of the Big Five; Developmental psychology; Big Five personality traits and culture; Social psychology","authors":[{"name":"Jennifer Roters","is_ca":true},{"name":"Angela S. Book","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09189246485180448,"gpt":0.4199465470164018,"spread":0.3280540821645974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036261,0.0007930351,0.000311211,0.001322496,0.0006087228,0.001255563,0.0002703948,0.0003305121,0.005935977],"category_scores_gemma":[0.004464335,0.0002593817,0.0009821572,0.0008854627,0.0003581608,0.0003422165,0.0009366223,0.0007679214,0.0006501405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008119046,"about_ca_system_score_gemma":0.001251481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351858,"about_ca_topic_score_gemma":0.01480703,"domain_scores_codex":[0.999402,0.0002704872,0.00004071668,0.00008993591,0.000130786,0.00006596521],"domain_scores_gemma":[0.9982936,0.0005910233,0.0004224757,0.0001837831,0.0003299932,0.0001792003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119576,0.00018535,0.9153295,0.0001396166,0.000516605,0.0004680833,0.001499037,0.004915237,0.001580689,0.005453056,0.002011225,0.06768966],"study_design_scores_gemma":[0.00004301644,0.0001972723,0.9385607,0.0001497954,0.0001649212,0.00078341,0.0009867965,0.04130797,0.0002982031,0.01380219,0.003669315,0.00003637895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490743,0.0007427041,0.03372683,0.0009225762,0.0001785386,0.0004710843,0.001015414,0.0002223249,0.01364614],"genre_scores_gemma":[0.9829811,0.0002305266,0.01417182,0.00007550358,0.00002194549,0.0001625393,0.000713185,0.00001839752,0.001624974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01351858,"threshold_uncertainty_score":0.02687979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408246196","doi":"10.1002/pmh.1640","title":"The role of impulsivity and emotion regulation difficulties in nonsuicidal self‐injury and borderline personality disorder symptoms among young adults","year":2025,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Borderline personality disorder; Impulsivity; Psychology; Association (psychology); Clinical psychology; Poison control; Injury prevention; Emotional dysregulation; Psychiatry; Developmental psychology; Psychotherapist; Medicine","authors":[{"name":"Cassandra J. Turner","is_ca":true},{"name":"Alexander L. Chapman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007006565702617069,"gpt":0.2979040612431831,"spread":0.290897495540566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774175,0.0002598622,0.0003356402,0.0007523918,0.000503207,0.001007565,0.000412591,0.0004598629,0.0008389634],"category_scores_gemma":[0.004175872,0.0004491191,0.0007078602,0.0004956108,0.0004214461,0.0005037945,0.0008202513,0.000815211,0.0001069843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000453946,"about_ca_system_score_gemma":0.0004476541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188156,"about_ca_topic_score_gemma":0.03653503,"domain_scores_codex":[0.9995787,0.0001535854,0.00005190534,0.00005704928,0.00007658101,0.00008214697],"domain_scores_gemma":[0.9977676,0.0004172118,0.001045166,0.0001178634,0.0001623356,0.0004898109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002608558,0.00002757683,0.9982284,0.000005709877,0.0000275833,0.00004753343,0.0003062778,0.00001127171,0.00008114516,0.000008146582,0.000016615,0.001213565],"study_design_scores_gemma":[8.004416e-7,0.00002665299,0.9995033,0.00000474859,0.000007829594,0.00005899683,0.0003202161,0.00004274106,0.00001138425,0.00000659487,0.00001577192,9.892641e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996151,0.0001807092,0.00001800265,0.0000323015,0.000002661461,0.000003434549,0.00002153571,0.000001030053,0.0001252708],"genre_scores_gemma":[0.9997767,0.00007338935,0.00003340232,0.00001112114,0.00000259919,0.000003096825,0.00003613413,5.470804e-7,0.00006302313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188156,"threshold_uncertainty_score":0.03741217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295713877","doi":"10.1002/pmh.1567","title":"Stalking perpetration through the lens of the alternative DSM‐5 model for personality disorders","year":2022,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Stalking, Cyberstalking, and Harassment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Centre for Research on Brain Language and Music","funders":"Université du Québec à Trois-Rivières","keywords":"Stalking; Personality pathology; Psychology; Personality; Facet (psychology); Clinical psychology; Personality disorders; Psychopathy; Impulsivity; Psychoticism; Big Five personality traits; Developmental psychology; Social psychology; Psychiatry; Extraversion and introversion","authors":[{"name":"Dominick Gamache","is_ca":true},{"name":"Marie‐Ève Cloutier","is_ca":true},{"name":"Jonathan Faucher","is_ca":true},{"name":"Philippe Leclerc","is_ca":true},{"name":"Claudia Savard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0729296003451888,"gpt":0.3713457713425463,"spread":0.2984161709973575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376666,0.000555206,0.0003124695,0.002039835,0.0005982179,0.001801649,0.0005154553,0.0004670579,0.001232261],"category_scores_gemma":[0.002099481,0.0001918883,0.000509629,0.001034021,0.001306204,0.001149704,0.001489301,0.001466947,0.0001470872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483955,"about_ca_system_score_gemma":0.001641318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0170756,"about_ca_topic_score_gemma":0.03328765,"domain_scores_codex":[0.9989858,0.0006323961,0.00007411394,0.00007189401,0.0001414365,0.00009435593],"domain_scores_gemma":[0.9993388,0.0002046678,0.000217094,0.00005746715,0.00009776704,0.00008414777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910581,0.0001938963,0.7654571,0.0003647468,0.0001930566,0.003571299,0.03170618,0.002656652,0.001260525,0.101189,0.004748246,0.08846815],"study_design_scores_gemma":[0.00004503929,0.0003000703,0.8289037,0.0008550564,0.0001547738,0.01371619,0.04531562,0.01689374,0.000353053,0.07840868,0.01497099,0.00008299477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012417,0.00751478,0.04192767,0.01498544,0.0002960252,0.0002957984,0.001208957,0.0001317138,0.03239784],"genre_scores_gemma":[0.9908099,0.001227983,0.006607512,0.0003025015,0.0000306375,0.00005579681,0.0001711464,0.000002521493,0.0007920493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170756,"threshold_uncertainty_score":0.03395241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384401080","doi":"10.1002/pmh.1589","title":"Comparison of childhood trauma between depressive disorders and personality disorders","year":2023,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","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":"Cochrane","funders":"Royal College of Psychiatrists","keywords":"CTQ tree; Major depressive disorder; Personality; Psychology; Clinical psychology; Personality disorders; Psychiatry; Borderline personality disorder; Depression (economics); Poison control; Medicine; Injury prevention; Domestic violence; Medical emergency; Mood","authors":[{"name":"Kaushadh Jayakody","is_ca":false},{"name":"Shalmini Gunadasa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0437320672052722,"gpt":0.3748354350052779,"spread":0.3311033678000057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005684258,0.0001346046,0.0002306254,0.0007737734,0.0002800318,0.0004997599,0.0001343859,0.0001715634,0.001334856],"category_scores_gemma":[0.003788246,0.0001612754,0.0003116555,0.0005941644,0.000259353,0.0002472675,0.000762992,0.0003203346,0.00008881374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649414,"about_ca_system_score_gemma":0.0001896536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761864,"about_ca_topic_score_gemma":0.004041385,"domain_scores_codex":[0.9992855,0.0003145046,0.0001107098,0.00006885399,0.0001092842,0.0001112809],"domain_scores_gemma":[0.9976834,0.0006287513,0.001051744,0.00009199103,0.0001496789,0.0003944245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007649064,0.00001099089,0.9984618,0.000008691955,0.00003879352,0.00004165936,0.0001554957,0.000008779363,0.0001093067,0.00001176876,0.00001351261,0.00106262],"study_design_scores_gemma":[0.000001105918,0.00003709179,0.9995283,0.000003111851,0.000004360071,0.0001266893,0.0002451834,0.00001207992,0.00001256922,0.000006004391,0.00002286805,6.602729e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994948,0.0001648583,0.00003779137,0.00001527575,0.000002214578,0.000003892618,0.00005656971,4.088814e-7,0.0002241681],"genre_scores_gemma":[0.9997011,0.0001044037,0.00004350679,0.000009065479,0.000002977377,0.000003455867,0.00009399142,3.577856e-7,0.00004115633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001761864,"threshold_uncertainty_score":0.00446552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000356174","doi":"10.1002/pmh.1469","title":"Examining the predictive association of irritability with borderline personality disorder in a clinical sample of female adolescents","year":2020,"lang":"en","type":"article","venue":"Personality and Mental Health","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":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Irritability; Borderline personality disorder; Psychology; Mood; Clinical psychology; Predictive value; Psychiatry; Medicine; Internal medicine; Anxiety","authors":[{"name":"Lisa Dyce","is_ca":true},{"name":"Roberto B. Sassi","is_ca":true},{"name":"Khrista Boylan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0663181403182831,"gpt":0.3823169718136953,"spread":0.3159988314954122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219828,0.0003403678,0.0002634296,0.0008572074,0.0004006084,0.0004788362,0.0003370577,0.0003894334,0.001993585],"category_scores_gemma":[0.007083119,0.0003161646,0.0002828467,0.0004754775,0.0003439229,0.0003050103,0.0005917738,0.0007842757,0.0003269092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249674,"about_ca_system_score_gemma":0.0003099154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254866,"about_ca_topic_score_gemma":0.004176459,"domain_scores_codex":[0.9993497,0.0002876361,0.00006500225,0.00009383311,0.0001299629,0.00007386499],"domain_scores_gemma":[0.9964682,0.001231082,0.001428269,0.0001321831,0.0003244486,0.0004158643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002169542,0.00001557035,0.9992582,0.000002909353,0.000006402467,0.00004746776,0.0000510856,0.000008505916,0.00005884483,0.000004194434,0.00002171074,0.0005034154],"study_design_scores_gemma":[0.000002403837,0.00004574558,0.9993042,0.000005490215,0.000007053604,0.0002935244,0.000149498,0.0001162728,0.00002789339,0.000008403855,0.00003848044,9.636229e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999585,0.00007048643,0.00003780282,0.00003305448,0.000004105628,0.000006725999,0.0000420076,0.00000147634,0.0002194048],"genre_scores_gemma":[0.9996783,0.00005641581,0.00008587687,0.000009560811,0.000006941073,0.00001012515,0.00007978121,9.520662e-7,0.00007206565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00254866,"threshold_uncertainty_score":0.006669223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416257243","doi":"10.1002/pmh.70048","title":"Minimal Impact of Sensation‐Related Items on the Association Between Alexithymia and Self‐Report Measures of Interoception","year":2025,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; University of Oxford","keywords":"Alexithymia; Interoception; Association (psychology); Set (abstract data type); Independence (probability theory)","authors":[{"name":"Adam Ottley‐Porter","is_ca":false},{"name":"Kiera Louise Adams","is_ca":false},{"name":"Rebecca Brewer","is_ca":false},{"name":"Jennifer Murphy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03207233249248274,"gpt":0.34817797624558,"spread":0.3161056437530972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04207404,0.000848713,0.001541353,0.001069613,0.001546607,0.00192925,0.0009781683,0.0005773756,0.005020407],"category_scores_gemma":[0.0964791,0.0008581321,0.002958622,0.001211121,0.002943749,0.001174432,0.003010441,0.002060072,0.0005855645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008176367,"about_ca_system_score_gemma":0.001452981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006390734,"about_ca_topic_score_gemma":0.01258232,"domain_scores_codex":[0.9306696,0.04453113,0.00560208,0.007213365,0.01046396,0.001519945],"domain_scores_gemma":[0.8075538,0.155934,0.009139701,0.01916778,0.006160047,0.002044732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00345846,0.0006716042,0.9061913,0.001121337,0.004694207,0.0004232216,0.003659668,0.0006469272,0.01420199,0.001664243,0.001573616,0.06169332],"study_design_scores_gemma":[0.00007327319,0.0008454953,0.9928359,0.0001637218,0.0006541932,0.0002680097,0.0003186809,0.0005845894,0.001515793,0.0006212498,0.002089552,0.00002940807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764494,0.001443438,0.009447554,0.0007098337,0.0002634286,0.0004921526,0.0008186675,0.00008525973,0.01029036],"genre_scores_gemma":[0.9930127,0.0002087844,0.004544186,0.0003056769,0.00004082698,0.000232752,0.0007512179,0.00005259174,0.0008512678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04207404,"threshold_uncertainty_score":0.2225115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999554050","doi":"10.1002/pmh.2","title":"The experience of suicidal, substance‐abusing men with severe personality disorders in the emergency department","year":2007,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Borderline personality disorder; Substance use; Qualitative research; Psychology; Personality; Clinical psychology; Psychiatry; Medicine; Social psychology","authors":[{"name":"Paul S. Links","is_ca":true},{"name":"Carol Strıke","is_ca":true},{"name":"Jeffrey S. Ball","is_ca":true},{"name":"Yvonne Bergmans","is_ca":true},{"name":"Anne E. Rhodes","is_ca":true},{"name":"Julie Spence","is_ca":true},{"name":"William J. Watson","is_ca":true},{"name":"Claire Rufo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03163674667668906,"gpt":0.362964449982863,"spread":0.3313277033061739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002962381,0.0003381585,0.0004656652,0.0004155104,0.003931669,0.002013939,0.0006565508,0.001100341,0.002098029],"category_scores_gemma":[0.009803436,0.000426655,0.0004314003,0.0003598989,0.003597325,0.001242636,0.00301898,0.001593722,0.0002401702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290213,"about_ca_system_score_gemma":0.001783467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450205,"about_ca_topic_score_gemma":0.00740039,"domain_scores_codex":[0.9961416,0.002780518,0.0001249503,0.00008574183,0.0003690801,0.0004981776],"domain_scores_gemma":[0.9945995,0.002571422,0.001109995,0.0001538114,0.000409518,0.00115572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001599502,0.00006939519,0.03668312,0.0002937476,0.00003590667,0.006159829,0.9420895,0.000120332,0.001528995,0.0009019659,0.002395079,0.009562108],"study_design_scores_gemma":[0.00001376852,0.0001751909,0.009353349,0.0001646088,0.00001437577,0.005260955,0.976988,0.0001037258,0.0002464721,0.0002011535,0.007454523,0.00002389134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949018,0.000620355,0.0004315961,0.001859322,0.00006657589,0.00002449886,0.00003344889,0.00001152027,0.002050977],"genre_scores_gemma":[0.9978883,0.0003620816,0.0002029574,0.0006373159,0.0000237823,0.00001612042,0.00001825848,0.00000451958,0.00084662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004450205,"threshold_uncertainty_score":0.01566678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409753743","doi":"10.1002/pmh.70021","title":"Associations Between Generalist Knowledge of Borderline Personality Disorder and Clinician Factors and Attitudes","year":2025,"lang":"en","type":"article","venue":"Personality and Mental Health","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":true},"ca_institutions":"Western University","funders":"","keywords":"Borderline personality disorder; Specialty; Psychology; Clinical psychology; Association (psychology); Personality; Psychiatry; Psychotherapist; Social psychology","authors":[{"name":"Sam A Mermin","is_ca":false},{"name":"Ellen F. Finch","is_ca":false},{"name":"Gabrielle S. Ilagan","is_ca":false},{"name":"James Ross","is_ca":true},{"name":"Lois W. Choi‐Kain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06302790673852153,"gpt":0.4301251156191414,"spread":0.3670972088806199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423423,0.0001384054,0.000199527,0.0007926222,0.0004563698,0.0005955946,0.0002501493,0.0004564843,0.002004898],"category_scores_gemma":[0.0120643,0.0001976172,0.0002485645,0.0004355008,0.0006035889,0.0002683761,0.0005700953,0.0007912348,0.0001502069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006225621,"about_ca_system_score_gemma":0.0005661543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160432,"about_ca_topic_score_gemma":0.01878505,"domain_scores_codex":[0.9989341,0.0003847452,0.000115644,0.00009964676,0.0003486378,0.0001171845],"domain_scores_gemma":[0.9860638,0.005335586,0.005492714,0.0004549884,0.001000899,0.001652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002225236,0.0000606924,0.9983363,0.000005462326,0.00001227032,0.00001876385,0.0003708103,0.00001833373,0.00005855503,0.000006976441,0.00003280679,0.001056758],"study_design_scores_gemma":[0.000001416352,0.00003736044,0.9993407,0.000003882883,0.000003333887,0.00005266551,0.0004373991,0.00006100969,0.00001372042,0.0000075071,0.00003982942,0.000001182436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999392,0.00005338784,0.00002318241,0.00005006936,0.000002067031,0.000005595618,0.00002338745,0.000001307448,0.0004490762],"genre_scores_gemma":[0.9997641,0.00003696795,0.00003662252,0.00001728207,0.000003555518,0.00000407273,0.00003420712,5.567205e-7,0.0001025816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160432,"threshold_uncertainty_score":0.02307355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}