{"id":"W2759115454","doi":"10.1111/cpf.12459","title":"Reproducibility of peak oxygen consumption and the impact of test variability on classification of individual training responses in young recreationally active adults","year":2017,"lang":"en","type":"article","venue":"Clinical Physiology and Functional Imaging","topic":"Sports Performance and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Reproducibility; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004352423,0.00007982809,0.0003820397,0.00005639892,0.0001023589,0.000003891006,0.00005230113,0.00006827994,0.00002170008],"category_scores_gemma":[0.00788979,0.00005245725,0.00009215987,0.00003594824,0.001647493,0.0001268042,0.00004064546,0.0002465188,2.729892e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420642,"about_ca_system_score_gemma":0.0001438082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007117655,"about_ca_topic_score_gemma":0.000005499478,"domain_scores_codex":[0.9987043,0.0001236049,0.0005536842,0.0004276646,0.0001082233,0.00008259234],"domain_scores_gemma":[0.9966319,0.002125153,0.0005268282,0.0005087102,0.0001768066,0.00003061121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01331409,0.0002552412,0.9705923,0.0000476738,0.00007243426,3.36138e-7,0.0007731441,0.000008437098,0.004790984,0.0002905285,0.000004857416,0.00984999],"study_design_scores_gemma":[0.003169751,0.0003079538,0.9926179,0.0001500468,0.00005713544,0.00001033213,0.000284062,0.001217117,0.0001467944,0.001998347,4.590612e-7,0.00004008348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990036,0.00002783332,0.000008388891,0.0002879612,0.00006868203,0.0002229459,0.00002864119,0.000004542342,0.0003473922],"genre_scores_gemma":[0.9996828,0.00006363115,0.0000703637,0.00003131559,0.0000835342,0.000009836529,0.0000474064,0.000003578855,0.000007532466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02202563,"threshold_uncertainty_score":0.9445387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238629092801919,"score_gpt":0.4057366047616182,"score_spread":0.2818736954814263,"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."}}