{"id":"W2900003704","doi":"10.1016/j.amjcard.2018.11.001","title":"Defining Athletes and Exercisers","year":2018,"lang":"en","type":"editorial","venue":"The American Journal of Cardiology","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"American Heart Association","keywords":"Categorization; Athletes; Physical therapy; Volume (thermodynamics); Physical medicine and rehabilitation; Medicine; Exercise intensity; Psychology; Computer science; Applied psychology; Artificial intelligence; Internal medicine; Heart rate","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":[],"consensus_categories":[],"category_scores_codex":[0.002616115,0.0003382914,0.002958556,0.0002681855,0.00008529847,0.00002665142,0.0003631919,0.0002700968,0.000005161876],"category_scores_gemma":[0.002857523,0.0002097049,0.00111984,0.0002045305,0.001843538,0.00004580473,0.0001642859,0.001408759,0.00002086006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117878,"about_ca_system_score_gemma":0.0004897491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002473524,"about_ca_topic_score_gemma":5.712561e-7,"domain_scores_codex":[0.9974331,0.0006032336,0.0005516732,0.000282927,0.0007535748,0.0003754425],"domain_scores_gemma":[0.9950569,0.002270438,0.001028903,0.0006838279,0.0007471627,0.0002127984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001782111,0.000004893807,0.0002565659,0.00005014829,0.001958966,0.0005057612,0.00009975489,0.00001579735,0.0000757409,0.000003990353,0.938629,0.05661722],"study_design_scores_gemma":[0.001710574,0.004499837,0.002138647,0.0007314782,0.004743035,0.005526945,0.0004791616,0.000003147881,0.00004297533,0.0001168219,0.9797142,0.000293198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1411197,0.03295771,0.0003619771,0.0006662169,0.8220971,0.0004377489,0.00004262375,0.00003859022,0.002278344],"genre_scores_gemma":[0.05037504,0.01175556,0.0009099726,0.0001725776,0.9365737,0.000008154214,0.00001796541,0.00009801373,0.00008899562],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1144767,"threshold_uncertainty_score":0.8551516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004980757208619594,"score_gpt":0.2653350587923047,"score_spread":0.2603543015836851,"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."}}