{"id":"W4292266630","doi":"10.1016/j.psycom.2022.100068","title":"Personality disorders as predictors for the conversion from major depressive disorder to bipolar disorder: A prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Psychiatry Research Communications","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Personality disorders; Bipolar disorder; Psychology; Major depressive disorder; Millon Clinical Multiaxial Inventory; Psychiatry; Clinical psychology; Mood disorders; Personality; Borderline personality disorder; Mood; Cohort; Personality Assessment Inventory; Big Five personality traits; Internal medicine; Medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009293863,0.0003603256,0.0003428163,0.0005685845,0.0007842219,0.0008387919,0.0003606471,0.0005178657,0.001444826],"category_scores_gemma":[0.001733256,0.0006260542,0.0006921989,0.0007134022,0.0002272994,0.0004558868,0.0005077072,0.001145452,0.0003087891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567488,"about_ca_system_score_gemma":0.0003993694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131303,"about_ca_topic_score_gemma":0.01369255,"domain_scores_codex":[0.9995064,0.0001368493,0.00003974881,0.0001348334,0.00008088815,0.0001012854],"domain_scores_gemma":[0.9989229,0.0001309341,0.000316011,0.0001913639,0.0001189375,0.0003198394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605336,0.00007179676,0.9989055,0.000002370883,0.00007331974,0.00007790411,0.00006758177,0.00001533634,0.0001268797,0.000008946118,0.00006567482,0.0004240616],"study_design_scores_gemma":[0.00001514265,0.0001372261,0.9993119,0.000003466303,0.00003880871,0.0001622455,0.0001145936,0.0001134026,0.00002108209,0.00001230501,0.00006624356,0.000003517446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993444,0.0001148777,0.00007188999,0.0000246261,0.000009858978,0.00001790933,0.0002439594,0.000002173135,0.0001702955],"genre_scores_gemma":[0.9992562,0.00009976049,0.00008230842,0.00002221923,0.000009296904,0.00001598631,0.0003314003,0.000001760081,0.0001810964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131303,"threshold_uncertainty_score":0.02249432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411067594786023,"score_gpt":0.3742943826722884,"score_spread":0.3401837067244282,"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."}}