{"id":"W4200088445","doi":"10.1097/yic.0000000000000385","title":"Personality profile and therapeutic response to lithium carbonate and sodium valproate in mania with psychotic features","year":2021,"lang":"en","type":"article","venue":"International Clinical Psychopharmacology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Lithium carbonate; Mania; Lithium (medication); Bipolar disorder; Mood stabilizer; Mood; Psychology; Novelty seeking; Harm avoidance; Psychiatry; Internal medicine; Personality; Medicine; Temperament; Chemistry","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":[0.0003210396,0.0001448589,0.0003121557,0.0002814539,0.0002347962,0.0002454191,0.00006972075,0.0001751218,0.0006669174],"category_scores_gemma":[0.00136059,0.000106386,0.0002701266,0.0002172025,0.0001305494,0.000101118,0.0001357163,0.0002778653,0.0001154311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091049,"about_ca_system_score_gemma":0.0001355903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000719524,"about_ca_topic_score_gemma":0.002066235,"domain_scores_codex":[0.9997708,0.00009729167,0.00003656338,0.00001642509,0.00005386008,0.00002506298],"domain_scores_gemma":[0.9993912,0.0001157785,0.0002481935,0.00002199084,0.00004569458,0.0001770584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004749051,0.000544904,0.969442,0.00005796066,0.0002412811,0.0003087951,0.0002236044,0.0001250886,0.004153785,0.00002343647,0.0001330685,0.01999708],"study_design_scores_gemma":[0.00005425015,0.001845342,0.997233,0.000006666849,0.00003290965,0.0003553665,0.00008578012,0.0001280023,0.0001391945,0.00001603209,0.00009967403,0.000003795843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994843,0.0002022847,0.00002257125,0.00002305457,0.000004145892,0.000008435749,0.00001945687,0.000001997176,0.0002336437],"genre_scores_gemma":[0.9996954,0.00008646988,0.00004896926,0.00002661813,0.000004847198,0.000004041575,0.00004118508,3.647303e-7,0.0000921421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000719524,"threshold_uncertainty_score":0.002231061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522970605792156,"score_gpt":0.4142194403764695,"score_spread":0.3789897343185479,"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."}}