{"id":"W1976681359","doi":"10.1016/j.jad.2015.03.027","title":"Causes of decreased life expectancy over the life span in bipolar disorder","year":2015,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Sunovion; Pfizer; National Alliance for Research on Schizophrenia and Depression; Eli Lilly and Company","keywords":"Life expectancy; Bipolar disorder; Life span; Psychology; Psychiatry; Medicine; Gerontology; Cognition; Environmental health","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":[0.0004384433,0.0002370803,0.0005900126,0.0003259547,0.00004857536,0.00001388259,0.000159307,0.00009984431,0.0000756275],"category_scores_gemma":[0.001397807,0.0001470519,0.0002909503,0.0005411311,0.000161701,0.0001769825,0.00003795871,0.0003733772,0.000005991749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111453,"about_ca_system_score_gemma":0.0007350384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335566,"about_ca_topic_score_gemma":0.003566254,"domain_scores_codex":[0.998255,0.0002279431,0.0005227586,0.0001716918,0.0005491142,0.0002734881],"domain_scores_gemma":[0.998468,0.0002231575,0.000397116,0.0002696986,0.0002622174,0.0003798335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007911765,0.001658726,0.9826794,0.00004367818,0.0005886999,0.00001294291,0.002626679,0.0001009123,0.000145187,0.000125303,0.0008372137,0.01039006],"study_design_scores_gemma":[0.008963471,0.001568834,0.9747472,0.0001279902,0.0003741795,0.00003485956,0.005714389,0.00006859072,0.0001964454,0.0006078941,0.007440307,0.000155885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127818,0.08403379,0.0003353651,0.001547991,0.000203944,0.0004717641,0.000007467306,0.00001056129,0.0006073226],"genre_scores_gemma":[0.9978462,0.00167315,0.00008835894,0.0002258515,0.00009016242,0.00001380963,0.000003676693,0.00003402365,0.00002474129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08506443,"threshold_uncertainty_score":0.5996602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567510622952383,"score_gpt":0.2808371290825847,"score_spread":0.2651620228530609,"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."}}