{"id":"W4206087556","doi":"10.3389/fcvm.2021.799129","title":"Electrocardiographic and Echocardiographic Insights From a Prospective Registry of Asian Elite Athletes","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Medical Research Council; Medical Research Council; National University Health System","keywords":"Athletes; Medicine; Elite athletes; Prospective cohort study; Internal medicine; Cardiology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001737816,0.0005463756,0.003279702,0.002014617,0.0002013123,0.00001432492,0.0003681552,0.0002144642,0.00002330865],"category_scores_gemma":[0.0003927263,0.0005163232,0.002622682,0.003091624,0.000789875,0.000135322,0.0002903769,0.001150435,9.523773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234818,"about_ca_system_score_gemma":0.0001490518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006555255,"about_ca_topic_score_gemma":0.000007624334,"domain_scores_codex":[0.9944334,0.0007690099,0.0007799653,0.001256531,0.002175294,0.0005858067],"domain_scores_gemma":[0.9969119,0.0001069795,0.0002021179,0.002258511,0.0001961985,0.0003242785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003018276,0.0004445132,0.7932742,0.0009210082,0.04327757,0.004135747,0.003797632,0.001293015,0.005883989,0.0002358733,0.008113601,0.1356046],"study_design_scores_gemma":[0.01776228,0.001495782,0.9266625,0.001428997,0.008321732,0.0007011541,0.004988336,0.0004590024,0.0008031794,0.003649449,0.03282532,0.0009022796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2969861,0.6906958,0.004252937,0.0002907105,0.001227267,0.00237476,0.00004664269,0.0001484152,0.003977435],"genre_scores_gemma":[0.9860826,0.009656599,0.00284558,0.0001732502,0.0004948508,0.0004590167,0.0001503567,0.000108439,0.00002931485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6890965,"threshold_uncertainty_score":0.9997289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003942247330609992,"score_gpt":0.2002937884775959,"score_spread":0.1963515411469859,"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."}}