{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077868,0.0006187807,0.001017676,0.000985174,0.0004403957,0.001347536,0.0006508752,0.0008140951,0.001678334],"category_scores_gemma":[0.004593203,0.0001814219,0.0008810977,0.0008307461,0.000280157,0.0006879299,0.0008175389,0.001766324,0.000442248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873084,"about_ca_system_score_gemma":0.002846109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004295532,"about_ca_topic_score_gemma":0.007096244,"domain_scores_codex":[0.9993135,0.0002862519,0.0001404473,0.00004457793,0.0001605954,0.00005469517],"domain_scores_gemma":[0.9989428,0.0004525819,0.0002087124,0.00002246705,0.0002764262,0.00009702474],"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":[0.0001083569,0.0001056965,0.005956048,0.01251319,0.0004484697,0.0002297431,0.0001664981,0.0006298908,0.0001404423,0.003081585,0.04786572,0.9287544],"study_design_scores_gemma":[0.0003945914,0.0007495009,0.09502655,0.135028,0.002975184,0.006523823,0.00137722,0.004202219,0.0005438715,0.0288663,0.7241094,0.0002033091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002601434,0.9801363,0.001375337,0.009903561,0.0008781201,0.0001232357,0.0003045939,0.00004247328,0.004635013],"genre_scores_gemma":[0.02297004,0.9703531,0.002259872,0.001842176,0.001523872,0.0001424751,0.0004327649,0.000005568695,0.0004701224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004295532,"threshold_uncertainty_score":0.008541048,"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."}}