{"id":"W2094245939","doi":"10.1249/mss.0b013e31820750f5","title":"Assessing Energy Expenditure in Male Endurance Athletes","year":2010,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Athletes; Energy expenditure; Physical therapy; Medicine; Treadmill; Limits of agreement; Endurance training; Physical medicine and rehabilitation; Internal medicine; Nuclear 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":[0.0008668413,0.0001452238,0.0002185574,0.0002318939,0.00008320284,0.00002983939,0.000343633,0.0001106252,0.0001851425],"category_scores_gemma":[0.0001200961,0.0001209931,0.00002758303,0.0004707132,0.0005630229,0.0000449435,0.00007193174,0.0001819489,0.000001263842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104718,"about_ca_system_score_gemma":0.0001024005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231232,"about_ca_topic_score_gemma":0.0002434444,"domain_scores_codex":[0.9984533,0.00001657527,0.0002841242,0.0004967782,0.0003802898,0.0003688871],"domain_scores_gemma":[0.9993507,0.000008133674,0.00008638598,0.0003895973,0.00004959049,0.0001156258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001796247,0.00006571711,0.2264407,0.00001005761,6.321226e-8,0.00005605994,0.0001307809,0.000006185077,0.6788592,0.00002308326,0.0004050641,0.09398519],"study_design_scores_gemma":[0.0006863328,0.00002956569,0.9571698,0.0002177032,0.000004945836,0.00003714002,0.0003543028,0.00007775229,0.02225476,0.0002511805,0.01871391,0.0002026597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961232,0.0005386157,0.00007658758,0.0001949401,0.0009647438,0.0001074052,0.000001110265,0.0000081363,0.00198525],"genre_scores_gemma":[0.9975892,0.0008681664,0.0005951179,0.0002132596,0.0004249083,0.00003418935,0.00002587602,0.0000100363,0.0002392973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7307291,"threshold_uncertainty_score":0.4933957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009682517008672849,"score_gpt":0.2728343008444379,"score_spread":0.263151783835765,"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."}}