{"id":"W4394765569","doi":"10.1093/eurheartj/ehae054","title":"Severe mental illness: cardiovascular risk assessment and management","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Intensive care medicine; Population; Disease; Psychological intervention; Risk factor; Risk assessment; Internal medicine; Psychiatry","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":[0.001540003,0.0001589587,0.0002741011,0.0001787156,0.0002953924,0.0002273987,0.00004442394,0.00002550358,0.000280754],"category_scores_gemma":[0.000009668747,0.0001164967,0.0007759702,0.0001467719,0.00004453828,0.0001236622,0.00008015146,0.0005594215,0.0002201657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293032,"about_ca_system_score_gemma":0.0000389631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004653516,"about_ca_topic_score_gemma":2.946297e-7,"domain_scores_codex":[0.9983722,0.0003718152,0.0002070754,0.0002744544,0.0005608315,0.0002136099],"domain_scores_gemma":[0.999381,0.00001610073,0.00002326377,0.0002737182,0.0000368519,0.0002690417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110555,0.0001461503,0.1701329,0.0005198227,0.0154567,0.01198975,0.001223151,0.0002266413,0.0001883483,0.0002754546,0.1832263,0.6165042],"study_design_scores_gemma":[0.0007276366,0.00007344483,0.3311271,0.0001699131,0.0006274701,0.01051065,0.000310432,0.00009424318,0.00001137291,0.000007385038,0.6562225,0.0001177843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837566,0.04759598,0.007505228,0.00270523,0.007644589,0.000969621,0.00003024073,0.0004870779,0.09549607],"genre_scores_gemma":[0.9703549,0.02460405,0.001451382,0.0003029219,0.001113183,0.000002388826,0.000009142541,0.00006525973,0.002096833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6163864,"threshold_uncertainty_score":0.4750598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971430105828416,"score_gpt":0.2837006197393269,"score_spread":0.2639863186810428,"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."}}