{"id":"W7099797090","doi":"","title":"i Validation of Cardiorespiratory Fitness and Body Composition Assessment Methodologies in the Obese Pediatric Population","year":2011,"lang":"en","type":"article","venue":"","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Population; VO2 max; Obesity; Protocol (science); Composition (language)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01382536,0.000458,0.0002925592,0.0008587881,0.0006234029,0.0008231995,0.0009410004,0.0004928234,0.000674752],"category_scores_gemma":[0.01452404,0.0002464562,0.0003957236,0.0008998339,0.000620394,0.0003999967,0.0009870614,0.0005393575,0.000408176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007986268,"about_ca_system_score_gemma":0.002154426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436136,"about_ca_topic_score_gemma":0.02330116,"domain_scores_codex":[0.9925424,0.003340277,0.0007216049,0.0006691103,0.002483138,0.000243369],"domain_scores_gemma":[0.9912236,0.002441884,0.001676375,0.0008689667,0.003561829,0.0002274004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006185786,0.0004123899,0.8960191,0.0002206399,0.0001130337,0.00006984028,0.001688561,0.0007613198,0.01902596,0.0004918704,0.000479972,0.08009869],"study_design_scores_gemma":[0.00004978826,0.001881341,0.9727898,0.0001553126,0.0001064925,0.0003502328,0.001528798,0.002753693,0.0164348,0.0001087106,0.003819905,0.00002110601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620531,0.0008379891,0.03056778,0.0002155773,0.00006754095,0.0009165404,0.0007800934,0.00006550628,0.004495914],"genre_scores_gemma":[0.9111172,0.001119428,0.0835383,0.0002547274,0.00003955963,0.001454624,0.001052966,0.00003741071,0.001385812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436136,"threshold_uncertainty_score":0.07311636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421007365700923,"score_gpt":0.3758208609263946,"score_spread":0.2337201243563023,"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."}}