{"id":"W2969242964","doi":"10.1016/j.cjca.2019.08.023","title":"Canadian Cardiovascular Society Cardiovascular Screening of Competitive Athletes: The Utility of the Screening Electrocardiogram to Predict Sudden Cardiac Death","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa; University of Toronto; Université de Montréal; Université Laval; Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Athletes; Competitive athletes; Sudden cardiac death; Sudden cardiac arrest; Cardiology; Internal medicine; Disease; Incidence (geometry); Physical therapy; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009461246,0.001232078,0.01377082,0.001212614,0.0004202073,0.00006633807,0.002220041,0.001319438,0.00001837488],"category_scores_gemma":[0.001582442,0.0008262162,0.04990322,0.00198948,0.0008783546,0.0001334167,0.0002772811,0.002906999,0.00001134689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291379,"about_ca_system_score_gemma":0.01599455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1059936,"about_ca_topic_score_gemma":0.008422256,"domain_scores_codex":[0.989096,0.003719127,0.00231795,0.001049458,0.001969204,0.001848293],"domain_scores_gemma":[0.9891705,0.0008890891,0.001106326,0.004569209,0.002161795,0.002103077],"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":[0.00009593611,0.000008080253,0.006254572,0.008284654,0.1797346,0.0005385408,0.000430957,0.005759052,0.000003160062,0.00006588913,0.01305231,0.7857723],"study_design_scores_gemma":[0.0009200046,0.0003471064,0.005244328,0.01165615,0.05181413,0.002410943,0.0003669022,0.00001890528,0.00001535729,0.000006710374,0.9265994,0.0006000845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002237217,0.9844127,0.003908703,0.000144478,0.001824251,0.004691386,0.000974093,0.0000171913,0.003803462],"genre_scores_gemma":[0.07319442,0.9218904,0.0009157709,0.0001659765,0.003198807,0.00012163,0.0001252287,0.0003128714,0.00007493884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.913547,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548132539402794,"score_gpt":0.2706488689232474,"score_spread":0.2351675435292194,"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."}}