{"id":"W4397024284","doi":"10.1016/j.hrthm.2024.05.018","title":"2024 HRS expert consensus statement on arrhythmias in the athlete: Evaluation, treatment, and return to play","year":2024,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Athletes; Harm; Context (archaeology); Multidisciplinary approach; Health care; Medical emergency; Physical therapy; Psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002253876,0.0006252476,0.002040692,0.0003430296,0.00006691342,0.0000910963,0.00005892474,0.0002443711,0.0002419863],"category_scores_gemma":[0.0002866961,0.0003565789,0.0007993381,0.0005080447,0.00006425157,0.00002009465,0.00005037939,0.0004912963,0.001092342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009259322,"about_ca_system_score_gemma":0.0005497244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244531,"about_ca_topic_score_gemma":0.0000614547,"domain_scores_codex":[0.996433,0.000762145,0.0006920638,0.0008656253,0.0008279152,0.0004192255],"domain_scores_gemma":[0.997966,0.0005047777,0.00007054275,0.001164277,0.00008668289,0.0002077514],"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":[0.00006243252,0.00006712096,5.694541e-7,0.003330078,0.0004995124,0.001924526,0.000819086,0.000003844985,5.492065e-7,0.00001310766,0.1078598,0.8854193],"study_design_scores_gemma":[0.0009043975,0.0006494058,0.00001151621,0.01991365,0.002779979,0.009583245,0.00008134574,0.00002703621,0.000002831301,0.00001192977,0.9657347,0.0002999578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001179738,0.9863721,6.994867e-7,0.002772382,0.000664067,0.007604693,0.00006665339,0.00004963927,0.001290065],"genre_scores_gemma":[0.00008413068,0.9919351,0.0001546127,0.0007883835,0.0009293525,0.002246945,0.0001231332,0.000105151,0.003633213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8851194,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930558922575497,"score_gpt":0.4074180949069421,"score_spread":0.3281125056811872,"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."}}