{"id":"W2210461407","doi":"10.1136/bmjsem-2015-000044","title":"Mechanical efficiency improvement in relation to metabolic changes in sedentary obese adults","year":2015,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Sports Performance and Training","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Université de Moncton","keywords":"Anthropometry; Body mass index; Medicine; Cycle ergometer; Insulin resistance; Internal medicine; Obesity; Physical fitness; Metabolic equivalent; Physical therapy; Endocrinology; Animal science; Physical activity; Heart rate; Biology; Blood pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413342,0.0002709037,0.0002850903,0.0002523,0.0001773202,0.0002117735,0.0001082037,0.0003589344,0.001460729],"category_scores_gemma":[0.0009268435,0.0001404836,0.0001887339,0.0001926354,0.0001143416,0.0001441224,0.0002412087,0.0003222828,0.0001443488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051368,"about_ca_system_score_gemma":0.00007856425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009723136,"about_ca_topic_score_gemma":0.001155261,"domain_scores_codex":[0.9998816,0.00003596632,0.00001402986,0.00002221135,0.00002380221,0.00002224998],"domain_scores_gemma":[0.9996619,0.00006796198,0.0001331846,0.00001862192,0.00004432035,0.00007388187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03118102,0.005813105,0.8434969,0.0005548988,0.0007369964,0.0003703778,0.0005268854,0.0005563814,0.04221281,0.00005013014,0.0004502692,0.0740502],"study_design_scores_gemma":[0.00006242005,0.003327319,0.9958977,0.000006194064,0.00004162936,0.00005326356,0.00004094059,0.0001180346,0.0003557444,0.000009332754,0.00008501643,0.000002495022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992679,0.000330435,0.00006647498,0.00002238757,0.000004876462,0.00001619346,0.00004367622,0.00000450411,0.0002434603],"genre_scores_gemma":[0.9993216,0.0001037092,0.000148958,0.00002222022,0.00000907205,0.00002327239,0.00008779113,0.000001153117,0.0002823148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460729,"threshold_uncertainty_score":0.004886627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309933386782167,"score_gpt":0.3620787067450766,"score_spread":0.3089793728772549,"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."}}