{"id":"W1511196576","doi":"10.20381/ruor-5010","title":"Validation of Cardiorespiratory Fitness and Body Composition Assessment Methodologies in the Obese Pediatric Population","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Population; Composition (language); Medicine; Physical therapy; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008753093,0.000189695,0.0004010444,0.00009364014,0.00007481506,0.00001157294,0.0001148931,0.00007110676,0.000007922695],"category_scores_gemma":[0.000006819611,0.0001584407,0.00003556108,0.0001064661,0.00003288183,0.0001924144,0.00002996261,0.0002213763,3.512123e-10],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001516565,"about_ca_system_score_gemma":0.0007617318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709722,"about_ca_topic_score_gemma":0.003055392,"domain_scores_codex":[0.9974706,0.0003155273,0.0004395315,0.0002166787,0.001424998,0.0001327336],"domain_scores_gemma":[0.9991175,0.0002370652,0.0003800417,0.0001983963,0.000003458964,0.00006354282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001777225,0.0001582571,0.760601,0.00405223,0.0001906746,0.00007088613,0.0005241027,0.00001692819,0.2000936,0.02649437,0.0003332031,0.005687575],"study_design_scores_gemma":[0.0003196463,0.0001457802,0.8829533,0.0002865919,0.0001859825,0.000004783234,0.001223655,0.00006300773,0.1137376,0.0008873167,0.00005192525,0.0001403247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701802,0.0005817472,0.0001076509,0.0002437175,0.0001352472,0.0006056185,0.00006807117,0.00001298311,0.02806477],"genre_scores_gemma":[0.9953967,0.0003559399,0.003513627,0.0001622879,0.00004957854,0.00003297678,0.0002719278,0.00001746671,0.0001995395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223524,"threshold_uncertainty_score":0.6461025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192762790717179,"score_gpt":0.2428437003333302,"score_spread":0.2235674212616123,"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."}}