{"id":"W3125828814","doi":"10.1016/j.psychres.2021.113740","title":"Predictors of conversion from major depressive disorder to bipolar disorder","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Major depressive disorder; Bipolar disorder; Prospective cohort study; Psychiatry; Cohort; Family history; Medicine; Psychology; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005737839,0.0003180147,0.0003705277,0.0006319423,0.0009473424,0.001156946,0.0004182397,0.0009004218,0.007408111],"category_scores_gemma":[0.005288963,0.0003316319,0.0008093023,0.0007858839,0.0004086568,0.0006014569,0.0006955261,0.002266059,0.0005580689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028296,"about_ca_system_score_gemma":0.0009945958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123482,"about_ca_topic_score_gemma":0.01475875,"domain_scores_codex":[0.9994579,0.0001820067,0.00006196631,0.00006433339,0.00008556645,0.0001482837],"domain_scores_gemma":[0.9955083,0.001300453,0.00146193,0.0002473583,0.0003725553,0.001109413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002080676,0.00009467117,0.9982976,0.000004885615,0.00004542584,0.00009859999,0.00003649025,0.00005607776,0.00006823774,0.0000323705,0.0001998158,0.0008577221],"study_design_scores_gemma":[0.000008930059,0.0000653702,0.9986865,0.00001378664,0.00003673436,0.0002839568,0.0003112686,0.0003595886,0.00003360823,0.00008219883,0.0001131686,0.000004752417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966908,0.0003682271,0.00006550534,0.0003226276,0.00004640274,0.00001029533,0.0003542256,0.000006503758,0.002135331],"genre_scores_gemma":[0.9989979,0.0001300436,0.00005278746,0.00004696402,0.00004238191,0.000004061652,0.0003146253,0.000002972174,0.0004083783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123482,"threshold_uncertainty_score":0.0247826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333694083877785,"score_gpt":0.3357391708529252,"score_spread":0.3124022300141473,"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."}}