{"id":"W4404865420","doi":"10.1016/j.cjca.2024.11.026","title":"The Many Roads Toward Sports Cardiology—How to Become A Sports Cardiologist and the Importance of Specialised Training","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":"Trillium Health Centre","funders":"","keywords":"Medicine; Cardiology; Specialty; Internal medicine; Athletes; Training (meteorology); Competitive athletes; Recreation; Sports medicine; Competitive sport; Physical therapy; Family 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":[0.005415062,0.0003123121,0.002145005,0.0004141524,0.0001818726,0.00007802519,0.0003678067,0.0002615493,0.000009316862],"category_scores_gemma":[0.001555421,0.0001823692,0.00145972,0.0003757985,0.00136926,0.00008606526,0.00005625584,0.0007314988,0.000002109073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385109,"about_ca_system_score_gemma":0.001761749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000240168,"about_ca_topic_score_gemma":0.0004050087,"domain_scores_codex":[0.9972657,0.0004527288,0.0007654101,0.0003808824,0.0004470188,0.0006882836],"domain_scores_gemma":[0.9972783,0.0006270748,0.0002374544,0.0007142939,0.0003661953,0.0007766997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00437365,0.000005453263,0.4920889,0.0006361929,0.01548982,0.08221996,0.008588344,0.006854527,0.0006697741,0.01280314,0.1490696,0.2272007],"study_design_scores_gemma":[0.002712341,0.0004593838,0.4297769,0.0004511665,0.002120007,0.03698989,0.002480344,0.00003883207,0.00004521838,0.001380272,0.5231796,0.0003660308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808375,0.06543217,0.002585276,0.02790041,0.006123403,0.001517607,0.00007189647,0.00003675942,0.01549499],"genre_scores_gemma":[0.993948,0.001399153,0.000137492,0.0003673983,0.003917188,0.00002250914,0.000005535573,0.00004566749,0.0001570477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37411,"threshold_uncertainty_score":0.7436798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742640995399233,"score_gpt":0.251102794492695,"score_spread":0.2336763845387027,"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."}}