{"id":"W3082898001","doi":"10.1113/jp280499","title":"Challenges to personalized exercise medicine: lack of repeatability and influence of genetics","year":2020,"lang":"en","type":"letter","venue":"The Journal of Physiology","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cardiorespiratory fitness; Sprint; Endurance training; Psychology; Medicine; Crossover study; Physical therapy; Physical medicine and rehabilitation; Placebo; Alternative medicine","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":[0.0002589656,0.0001844399,0.0006432637,0.00003494349,0.00002469044,0.000001323176,0.0004709149,0.0002108287,0.000008551077],"category_scores_gemma":[0.0001234334,0.0001163576,0.000108922,0.00005924104,0.0005583162,0.000001921915,0.0001972344,0.0004204406,8.865483e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004276956,"about_ca_system_score_gemma":0.00006776589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008946477,"about_ca_topic_score_gemma":0.000001348458,"domain_scores_codex":[0.9987719,0.0001778794,0.000506161,0.000190593,0.0001923582,0.0001610847],"domain_scores_gemma":[0.998458,0.00008093002,0.0006143283,0.0004121647,0.0003714872,0.00006304897],"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":[0.0003640112,0.00002083822,0.00003579476,0.0004694818,0.00009652432,0.000001670077,0.0005190521,0.0002689309,0.968504,0.000005004242,0.02880382,0.0009108735],"study_design_scores_gemma":[0.002211296,0.01165715,0.05706403,0.0009833024,0.0009181958,0.0001041397,0.0004227713,0.00006492506,0.5680259,0.005096623,0.3526841,0.0007676071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141391,0.009177578,0.000008806173,0.07640331,0.00007845958,0.0001294045,0.00002115276,8.257303e-7,0.00004139667],"genre_scores_gemma":[0.9405235,0.02296355,0.0001973017,0.0349659,0.001279406,0.000002101596,0.00001448155,0.00002051772,0.00003326425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004781,"threshold_uncertainty_score":0.4744927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721539678249648,"score_gpt":0.2956393831021521,"score_spread":0.2584239863196556,"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."}}