{"id":"W2000902739","doi":"10.1111/bdi.12168","title":"Prospective longitudinal course of aggression among adults with bipolar disorder","year":2013,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institutes of Health","keywords":"Bipolar disorder; Aggression; Psychopathology; Psychology; Anger; Hostility; Mood; Psychiatry; Psychosis; Clinical psychology; Bipolar I disorder; Bipolar II disorder; Mood disorders; Medicine; Internal medicine; Mania; 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":[0.0004758568,0.0002210373,0.0002491983,0.0005041197,0.000613755,0.0004907273,0.000198146,0.0003425554,0.00100389],"category_scores_gemma":[0.0009045692,0.0002504292,0.000291048,0.0004109492,0.0001429208,0.0003379543,0.0003306044,0.0007562559,0.0002530056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283956,"about_ca_system_score_gemma":0.0002251695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009161606,"about_ca_topic_score_gemma":0.01457247,"domain_scores_codex":[0.9997931,0.00005306671,0.00002284697,0.0000443468,0.0000455086,0.00004109329],"domain_scores_gemma":[0.9992478,0.00005704172,0.0003550579,0.00003706681,0.0001297585,0.0001733736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005598331,0.00003914244,0.9991562,0.000002205891,0.00001858499,0.00003088123,0.00005675407,0.0000072384,0.000117567,0.000002840698,0.00004302951,0.0004696797],"study_design_scores_gemma":[0.000002600789,0.00009323317,0.9996625,0.000001620874,0.000007958189,0.00008536868,0.00007517231,0.0000184363,0.00001350581,0.000002785752,0.00003580063,9.667397e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994094,0.0001107044,0.00002611235,0.00001808239,0.000004043332,0.000006550783,0.0002292464,0.000002243485,0.0001935856],"genre_scores_gemma":[0.9989189,0.00008612047,0.00006834535,0.00002168094,0.000006645288,0.00001191912,0.000649993,0.000001025965,0.0002354446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009161606,"threshold_uncertainty_score":0.01821655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005012031203927624,"score_gpt":0.2291518644742834,"score_spread":0.2241398332703557,"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."}}