{"id":"W3108797722","doi":"10.1113/ep089015","title":"Exercise response variability: Random error or true differences in exercise response?","year":2020,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Adaptive response; Context (archaeology); Set (abstract data type); Confounding; Exercise physiology; Cognitive psychology; Psychology; Neuroscience; Biology; Computer science; Medicine; Genetics; Pathology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007545013,0.0004530916,0.001952827,0.0001745828,0.0001033844,0.00001578847,0.0002887189,0.0002924407,0.001175791],"category_scores_gemma":[0.0005989218,0.0003483868,0.0005452509,0.0004709825,0.000407302,0.0001220699,0.0002754653,0.0004156277,0.0002622639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479252,"about_ca_system_score_gemma":0.0002499065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000824239,"about_ca_topic_score_gemma":0.000001971803,"domain_scores_codex":[0.9961841,0.001259758,0.0006172833,0.001022737,0.0002834127,0.0006327719],"domain_scores_gemma":[0.9980676,0.0006549255,0.00009935265,0.0007387814,0.00005191875,0.0003874646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.4367736,0.0004311791,0.00004652818,0.00005026912,0.00006773823,0.0001367903,0.002498234,0.00001253835,0.5588433,0.000009930709,0.000624386,0.0005055433],"study_design_scores_gemma":[0.03934399,0.005693276,0.368498,0.0005891242,0.000374882,0.000152688,0.006123319,0.001232317,0.5739492,0.0004597474,0.002302566,0.001280867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995029,0.00171156,0.00002243999,0.001318472,0.0003396797,0.001244881,0.00002070766,0.0001479273,0.0001653365],"genre_scores_gemma":[0.9975236,0.0001995569,0.0002601456,0.001039512,0.0002178,0.0004183569,0.00004629152,0.00005587781,0.000238882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3974296,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549335966652033,"score_gpt":0.3012861248475098,"score_spread":0.2657927651809895,"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."}}