{"id":"W2806896965","doi":"10.1139/apnm-2018-0098","title":"Evaluation of a graded exercise test to determine peak fat oxidation in individuals with low cardiorespiratory fitness","year":2018,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Bath","keywords":"Cardiorespiratory fitness; VO2 max; Animal science; Steady state (chemistry); Intensity (physics); Incremental exercise; Medicine; Chemistry; Mathematics; Physical therapy; Heart rate; Internal medicine; Biology; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000661236,0.0003978061,0.0003567808,0.0003072535,0.0001766971,0.0002599506,0.0002985806,0.0005101385,0.0007861032],"category_scores_gemma":[0.001982136,0.0001361847,0.0002328633,0.0001428434,0.0001522284,0.000183304,0.0002566905,0.0002703613,0.0002478973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007989106,"about_ca_system_score_gemma":0.0001090755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009505334,"about_ca_topic_score_gemma":0.002097998,"domain_scores_codex":[0.9997396,0.00007807504,0.00003040212,0.00004881936,0.00006337167,0.00003968675],"domain_scores_gemma":[0.9993395,0.0001763334,0.0001535368,0.00004480571,0.0001647978,0.00012095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006605217,0.002188338,0.8704449,0.0001821678,0.000161877,0.000337052,0.0009136684,0.0006516483,0.06711745,0.00005966463,0.0002998643,0.05103819],"study_design_scores_gemma":[0.00006643258,0.01312376,0.9810904,0.00001750143,0.00004105971,0.0002078367,0.0001913754,0.0009825336,0.004036519,0.00003242356,0.0002002644,0.0000100518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989092,0.00006906958,0.0004973897,0.00001200197,0.000004757441,0.00006037832,0.00004147747,0.000007647409,0.0003981044],"genre_scores_gemma":[0.9983637,0.00004527129,0.001074915,0.00003267673,0.000005847117,0.00005756556,0.000102391,0.000001842033,0.00031591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009505334,"threshold_uncertainty_score":0.003497005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544865675126542,"score_gpt":0.2583753776610583,"score_spread":0.2429267209097929,"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."}}