{"id":"W1927170578","doi":"10.1111/acps.12514","title":"The influence of comorbid disorders on the episodicity of bipolar disorder in youth","year":2015,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; Medical Center, University of Pittsburgh; National Institutes of Health","keywords":"Mania; Bipolar disorder; Depression (economics); Psychiatry; Mood disorders; Mood; Psychology; Anxiety; Bipolar I disorder; Comorbidity; Proportional hazards model; Major depressive disorder; Clinical psychology; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004215894,0.0002010867,0.0003424759,0.0001343631,0.0001209293,0.00001021814,0.0003258557,0.00008697947,0.00001454561],"category_scores_gemma":[0.0001846367,0.0001042652,0.0001420755,0.0007945078,0.0003200019,0.00005000985,0.00006259538,0.0002972358,0.000008707323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005499644,"about_ca_system_score_gemma":0.0001478476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263943,"about_ca_topic_score_gemma":0.001430094,"domain_scores_codex":[0.9984019,0.0001386522,0.0004437582,0.0002420404,0.0004698591,0.0003038384],"domain_scores_gemma":[0.9985802,0.0002711758,0.0002242193,0.0007117548,0.00008730666,0.0001253984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005396262,0.001014597,0.9906112,0.00002662054,0.00008887952,4.747539e-7,0.001489665,0.000032552,0.00002990318,0.001577617,0.0005441289,0.004044712],"study_design_scores_gemma":[0.003002906,0.001200456,0.9771398,0.00008875224,0.0001765184,0.00000417756,0.001826383,0.00003904754,0.00006213049,0.001856472,0.0144615,0.000141829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799743,0.006943621,0.000006962863,0.009322297,0.0001170196,0.0006687282,0.0000571965,0.00001831606,0.002891587],"genre_scores_gemma":[0.9978671,0.001819655,0.00004637747,0.0001307427,0.00002388796,0.00002642123,0.00001520451,0.00002027403,0.00005032435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789284,"threshold_uncertainty_score":0.4251811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762177784907577,"score_gpt":0.2691864468404324,"score_spread":0.2515646689913566,"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."}}