{"id":"W4404363291","doi":"10.1161/circ.150.suppl_1.4140656","title":"Abstract 4140656: Educational Attainment Level and Risk of Mortality and Cardiopulmonary Outcomes in High-Risk Cardiovascular Disease Patients: The INVESTED Trial","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Gerontology; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001822061,0.0007667395,0.001287135,0.0002018046,0.0002820849,0.001103692,0.0005678767,0.001166201,0.007976739],"category_scores_gemma":[0.002887949,0.0002351636,0.001274299,0.0003249324,0.0005217887,0.000953241,0.0005910278,0.00217107,0.0006650425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120013,"about_ca_system_score_gemma":0.0006519209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158102,"about_ca_topic_score_gemma":0.002054253,"domain_scores_codex":[0.9992297,0.00048263,0.00006085468,0.00009638186,0.0000442471,0.00008628835],"domain_scores_gemma":[0.999166,0.0002099946,0.0002773183,0.00007833871,0.00005722507,0.0002112678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9464198,0.002862997,0.01240582,0.00202715,0.004893932,0.00006566281,0.00006735542,0.0008755017,0.0009439511,0.0005528327,0.005691462,0.02319349],"study_design_scores_gemma":[0.9037879,0.04220358,0.03908574,0.0008098554,0.006252345,0.0001083373,0.0001090355,0.0015991,0.000324082,0.001079049,0.004589288,0.00005158868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694538,0.01443551,0.0005310043,0.003365329,0.0007822008,0.0009834736,0.004130257,0.0001029063,0.006215469],"genre_scores_gemma":[0.9880741,0.002388065,0.0006042179,0.001579951,0.0004302932,0.001106689,0.002720356,0.00001592332,0.003080431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007976739,"threshold_uncertainty_score":0.02668488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389542662636508,"score_gpt":0.2961847953013038,"score_spread":0.257230529037653,"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."}}