{"id":"W2516834590","doi":"10.1177/0706743716666997","title":"Health Care and Mortality among Persons with Severe Mental Illness","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental illness; Medicine; Bipolar disorder; Psychiatry; Schizophrenia (object-oriented programming); Mental health; Health care; Population; Gerontology; Environmental health; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048092,0.0001627999,0.0001740114,0.0006443853,0.0003774407,0.0003834676,0.0001630511,0.0002727599,0.001633384],"category_scores_gemma":[0.001694698,0.00008663833,0.0003590105,0.00073751,0.0002162606,0.0002518911,0.000552248,0.0004004106,0.0001273557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460365,"about_ca_system_score_gemma":0.000290084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104132,"about_ca_topic_score_gemma":0.01019527,"domain_scores_codex":[0.9995908,0.0001247101,0.00003942522,0.00005528356,0.00008805126,0.0001017077],"domain_scores_gemma":[0.9993252,0.00007171112,0.0003784838,0.0000211603,0.00006891493,0.000134634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002944549,0.00002708277,0.9984853,0.0000106594,0.00003978747,0.00002335354,0.00003206277,0.00003082176,0.00003007948,0.00003025474,0.0001267032,0.001134643],"study_design_scores_gemma":[0.000002442358,0.00002514139,0.9996071,0.0000101525,0.00000943961,0.00006737888,0.00008516684,0.00006028824,0.00001373199,0.0000281606,0.0000900044,9.635695e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997299,0.0008161531,0.00003777861,0.0002464194,0.00001163736,0.000007142067,0.0007304415,0.000002404585,0.0008489458],"genre_scores_gemma":[0.9992299,0.0002339018,0.00002630952,0.00003340291,0.00001731029,0.000004552182,0.0003648259,3.932579e-7,0.0000893477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9889587,"threshold_uncertainty_score":0.02195412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313940534065712,"score_gpt":0.2815356111194763,"score_spread":0.2683962057788192,"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."}}