{"id":"W4214860621","doi":"10.4088/jcp.22ac14419","title":"Cardiovascular Health in Severe Mental Illness","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental illness; Intervention (counseling); Cardiovascular health; Obesity; Mental health; Illness severity; Metabolic syndrome; MEDLINE","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":[0.0002750477,0.0001500188,0.0002119048,0.0004265655,0.0008163712,0.0004739038,0.0001021726,0.0003800323,0.001767388],"category_scores_gemma":[0.001328129,0.0001062034,0.0002891101,0.0004604832,0.0002678145,0.0002713714,0.0006857929,0.0009477171,0.00008929917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911057,"about_ca_system_score_gemma":0.0005553833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007879733,"about_ca_topic_score_gemma":0.01909603,"domain_scores_codex":[0.9998235,0.00006345405,0.00001595873,0.00001401434,0.00002784661,0.00005515686],"domain_scores_gemma":[0.9995016,0.0000707456,0.0001235227,0.00001305307,0.00003603706,0.0002550304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003020301,0.0002889827,0.9669403,0.0001795209,0.0001079471,0.001007631,0.0005727499,0.00008792058,0.0003659108,0.0007072953,0.001853717,0.027586],"study_design_scores_gemma":[0.000009556004,0.0001577844,0.9978176,0.00006805926,0.00002609815,0.0005279358,0.0004289057,0.00003446833,0.00001990168,0.0002584942,0.0006477009,0.000003503756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9711726,0.007546174,0.00008965735,0.0034813,0.0002189255,0.00004537127,0.0004943258,0.000005015797,0.01694671],"genre_scores_gemma":[0.9958584,0.002722528,0.0001044616,0.0005962552,0.0002360804,0.00001182335,0.0001430766,6.601721e-7,0.0003267386],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007879733,"threshold_uncertainty_score":0.01566774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743372967833793,"score_gpt":0.3912463891233663,"score_spread":0.3438126594450284,"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."}}