{"id":"W4404432128","doi":"10.1016/j.cjca.2024.11.014","title":"Comprehensive Prevention of Exercise-Related Sudden Cardiac Arrest or Death","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Sudden cardiac death; Sudden cardiac arrest; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006392719,0.0001933536,0.001392166,0.0006676996,0.00004283333,0.00002166667,0.0001520728,0.0002549267,0.00006926344],"category_scores_gemma":[0.0002252514,0.0001540972,0.00139944,0.0003488774,0.0001889175,0.000105026,0.00001738859,0.0004643386,0.00003549474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246221,"about_ca_system_score_gemma":0.002510285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006313606,"about_ca_topic_score_gemma":0.0001019904,"domain_scores_codex":[0.9983485,0.0002405081,0.0005926384,0.0002145563,0.000248554,0.0003552706],"domain_scores_gemma":[0.998212,0.0001829078,0.0001361634,0.0003566026,0.0004902667,0.0006220984],"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":[0.004871279,0.00005544346,0.07496415,0.007787567,0.04594006,0.07158965,0.003474041,0.01654378,0.02202415,0.002792768,0.3458205,0.4041367],"study_design_scores_gemma":[0.005845595,0.003597899,0.237783,0.009795431,0.01330639,0.01449498,0.001213568,0.0001707627,0.003034081,0.001723469,0.7081245,0.0009103259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874866,0.08960535,0.001046665,0.000757565,0.01027981,0.001075577,0.00008851332,0.00004419252,0.009615767],"genre_scores_gemma":[0.9970934,0.001196236,0.0002181481,0.0000198403,0.0008835246,0.000006465822,0.00002141018,0.00004315645,0.0005178617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4032263,"threshold_uncertainty_score":0.62839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960354666282498,"score_gpt":0.2764048995781792,"score_spread":0.2568013529153542,"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."}}