{"id":"W4330334936","doi":"10.1093/eurjpc/zwad090","title":"Masters athlete screening study (MASS): incidence of cardiovascular disease and major adverse cardiac events and efficacy of screening over five years","year":2023,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Trinity Western University; Western University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Medicine; Mace; Coronary artery disease; Internal medicine; Incidence (geometry); Confidence interval; Cardiology; Myocardial infarction; Percutaneous coronary intervention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001618178,0.0004181415,0.0005207582,0.0008578622,0.0002958984,0.0004479312,0.0003841663,0.0006261369,0.001159799],"category_scores_gemma":[0.002816416,0.000212099,0.0006311881,0.0005338307,0.0002338946,0.0004356889,0.0004542418,0.0004413335,0.0002055683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552073,"about_ca_system_score_gemma":0.0002549546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359064,"about_ca_topic_score_gemma":0.003874141,"domain_scores_codex":[0.99958,0.0001529797,0.00003768518,0.00007962871,0.0000849708,0.00006485213],"domain_scores_gemma":[0.9979831,0.0001907455,0.001112356,0.00009241142,0.0001517007,0.000469697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007529417,0.0001382495,0.9964652,0.00002627225,0.0002111797,0.00002343042,0.00002948069,0.00005899234,0.00009718922,0.0000123486,0.0001800879,0.002004695],"study_design_scores_gemma":[0.0000313309,0.0003855097,0.9992232,0.000007819872,0.00006675993,0.00004407574,0.00001698989,0.0001319933,0.00001765069,0.000009036284,0.00006375322,0.000001743693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980538,0.0007283799,0.00004759606,0.00009253341,0.0000159193,0.00002387383,0.0005163204,0.000009286143,0.0005123609],"genre_scores_gemma":[0.9987689,0.0001974402,0.00006890502,0.0000544592,0.00005201804,0.00001797647,0.0005928506,0.000001294675,0.0002460811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359064,"threshold_uncertainty_score":0.008557856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525323559568924,"score_gpt":0.2621952871444661,"score_spread":0.2469420515487769,"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."}}