{"id":"W4389444539","doi":"10.1101/2023.12.06.23299458","title":"Objective and Subjective Assessments of Exercise Burden in Masters Athletes Are Poorly Correlated","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Heart and Stroke Foundation; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Athletes; Medicine; Endurance training; Physical therapy; Metabolic equivalent; Physical medicine and rehabilitation; Cardiology; Internal medicine; Physical activity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303032,0.0003462152,0.0005391198,0.0007973851,0.0001808956,0.000855275,0.0003312085,0.0003706105,0.002569823],"category_scores_gemma":[0.007072275,0.000173089,0.0002500723,0.0004186937,0.0004002593,0.0005012916,0.0008770077,0.0002639521,0.0005367021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129266,"about_ca_system_score_gemma":0.000124918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062671,"about_ca_topic_score_gemma":0.001818279,"domain_scores_codex":[0.9978381,0.0008890028,0.0002311716,0.0003563753,0.0005182027,0.0001673373],"domain_scores_gemma":[0.9956312,0.001503759,0.001802804,0.000374794,0.0003999154,0.0002876358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003108575,0.00007593237,0.9841584,0.00009916264,0.0002183663,0.00005737468,0.000448282,0.0002548042,0.002094598,0.00006847205,0.0002827891,0.01193107],"study_design_scores_gemma":[0.00000465027,0.0001138676,0.9989478,0.00001397501,0.00001556731,0.00006277098,0.0001565892,0.0002294705,0.0001881766,0.0000518392,0.0002117072,0.000003589922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957469,0.000470582,0.001420181,0.00005590498,0.00001745534,0.00002850708,0.0004278526,0.00001147952,0.001821132],"genre_scores_gemma":[0.998,0.0001271811,0.0005257204,0.00006742109,0.00003958729,0.00003961335,0.0004003967,0.000008202024,0.0007918901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00303032,"threshold_uncertainty_score":0.01602602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633888822630452,"score_gpt":0.294701836583988,"score_spread":0.2683629483576834,"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."}}