{"id":"W4200434056","doi":"10.1097/cxa.0000000000000126","title":"Birds of a Feather Flock Together: Concurrent Personality Disorders and Substance Use Disorders","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Personality disorders; Psychiatry; Population; Addiction; Psychology; Pharmacotherapy; Clinical psychology; Substance abuse; Comorbidity; Medicine; Psychotherapist; Personality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004732097,0.0001670246,0.0001977603,0.0005376071,0.001559536,0.001291751,0.000249779,0.0004933317,0.005194784],"category_scores_gemma":[0.002100008,0.0001967305,0.0003552308,0.0005721393,0.0007046762,0.0007895752,0.001241735,0.001084609,0.0002643722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007438152,"about_ca_system_score_gemma":0.0006438301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01837642,"about_ca_topic_score_gemma":0.04518943,"domain_scores_codex":[0.9995273,0.0001812426,0.00003477201,0.00006529043,0.0000995429,0.00009181908],"domain_scores_gemma":[0.9986818,0.0003215628,0.0005073238,0.00003177279,0.0001163366,0.000341247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000558971,0.00009114642,0.9677628,0.0001599645,0.00008501201,0.001535308,0.002220843,0.0000560994,0.0001702839,0.0006063663,0.002203364,0.02505293],"study_design_scores_gemma":[0.000002752257,0.00005439845,0.9846317,0.0003671232,0.00004590837,0.004265822,0.006551002,0.0001513064,0.00003699128,0.0004983708,0.003382065,0.00001243048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683633,0.01320904,0.0003484249,0.006034927,0.0002056838,0.00002329006,0.0002532703,0.000008993738,0.01155306],"genre_scores_gemma":[0.9931576,0.004724138,0.0003772468,0.0004921278,0.0001018025,0.000008354865,0.0001117425,0.000002874577,0.001024056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01837642,"threshold_uncertainty_score":0.0365389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725580346637934,"score_gpt":0.2795991291184585,"score_spread":0.2523433256520792,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}