{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747596,0.000279572,0.001372357,0.0006264508,0.00003503946,0.00001389567,0.0003231546,0.0001256476,0.0003965383],"category_scores_gemma":[0.0001353731,0.0002168651,0.00004023898,0.0009888273,0.00004892034,0.000250016,0.0002307007,0.0003327838,0.00009094396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176564,"about_ca_system_score_gemma":0.0002748053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004044683,"about_ca_topic_score_gemma":0.001809853,"domain_scores_codex":[0.9971696,0.000008949494,0.0008752281,0.0005805377,0.0008511725,0.0005144782],"domain_scores_gemma":[0.9985968,0.00001405552,0.0001772991,0.0005857825,0.0001261526,0.0004998976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00733312,0.0008725894,0.8696063,0.0002089124,0.00002380225,0.001879205,0.01586554,0.00007531461,0.0005031333,0.000427661,0.001281555,0.1019229],"study_design_scores_gemma":[0.01510161,0.001988714,0.9582357,0.006737324,0.0001506698,0.00009540952,0.01070586,0.001011342,0.001165834,0.0001340741,0.0042808,0.0003927148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855031,0.0005439592,0.00002285201,0.004906701,0.000515516,0.00596249,0.000001830904,0.0000409308,0.002502622],"genre_scores_gemma":[0.9944826,0.0002910399,0.0009120904,0.002247672,0.0003878756,0.0008925656,0.0001313235,0.00003761668,0.0006172649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015302,"threshold_uncertainty_score":0.8843501,"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."}}