{"id":"W1652080261","doi":"10.1055/s-0031-1279768","title":"Accuracy of the SenseWear Armband™ during Ergocycling","year":2011,"lang":"en","type":"article","venue":"International Journal of Sports Medicine","topic":"Physical Activity and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal; Montreal Clinical Research Institute; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Energy expenditure; Medicine; Motion sensors; Energy metabolism; Physical activity; Total energy expenditure; Body mass index; Physical therapy; Internal medicine","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":[0.0003170625,0.00007772845,0.0003366822,0.0001301194,0.00002765176,0.00000161581,0.0001870084,0.00003456799,0.0003441631],"category_scores_gemma":[0.0003702291,0.00004299147,0.0001304345,0.00009154299,0.0001375498,0.0001018516,0.00003640468,0.000322764,0.000001454022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005651383,"about_ca_system_score_gemma":0.000130049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005818486,"about_ca_topic_score_gemma":0.000001850046,"domain_scores_codex":[0.9984343,0.00001586505,0.0005555245,0.00007164136,0.0008197571,0.0001029103],"domain_scores_gemma":[0.9984832,0.00007954398,0.0007546393,0.0001250075,0.0004444912,0.0001130997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0105008,0.004278366,0.5452495,0.0006600927,0.001792355,0.004293549,0.02062085,0.0000528476,0.2858287,0.00677964,0.003458613,0.1164848],"study_design_scores_gemma":[0.002728151,0.0003162035,0.9391576,0.003079399,0.0001355009,0.001708495,0.0003754929,0.00002130249,0.04827204,0.002776898,0.001365848,0.00006308361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897706,0.0002102717,0.00006628861,0.004917737,0.00108242,0.00006757658,0.000001308698,0.000004953812,0.003878851],"genre_scores_gemma":[0.9974937,0.0004917137,0.0001829502,0.0004103779,0.001210543,2.843116e-7,6.641719e-7,0.000007866157,0.0002018577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939081,"threshold_uncertainty_score":0.3768344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05003732225873175,"score_gpt":0.3352454902238332,"score_spread":0.2852081679651014,"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."}}