{"id":"W3216604833","doi":"","title":"Edmonton Obesity Staging System for Pediatrics, Quality of Life, Fitness, Adherence to Exercise in Adolescents with Obesity","year":2018,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Concordia University","keywords":"Cardiorespiratory fitness; Medicine; Percentile; Obesity; Quality of life (healthcare); Physical therapy; Childhood obesity; Intervention (counseling); Physical strength; Pediatrics; Internal medicine; Overweight","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001243797,0.0005573038,0.001661674,0.001644033,0.0004499304,0.0000766195,0.0008737283,0.0005203019,0.000008596356],"category_scores_gemma":[0.0003537565,0.0005890197,0.000358269,0.002249901,0.0003065135,0.0003811712,0.0003093886,0.001326719,0.00002279718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103908,"about_ca_system_score_gemma":0.002570654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04513052,"about_ca_topic_score_gemma":0.04263852,"domain_scores_codex":[0.9943931,0.0006230552,0.0006981128,0.001398438,0.001766423,0.001120867],"domain_scores_gemma":[0.9954439,0.0002423477,0.0006009068,0.001164703,0.001659792,0.0008883902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007951036,0.004040266,0.9683135,0.01655567,0.0000979519,0.0002564074,0.0004465037,0.000004451609,0.001642617,0.0003759612,0.000193332,0.0001223465],"study_design_scores_gemma":[0.002632108,0.001905904,0.965875,0.005670143,0.0002481973,0.000002261766,0.004015913,0.00003480272,0.01893149,0.00007811922,0.00006303946,0.0005430208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898362,0.0001344661,0.00004364781,0.00003268896,0.0005594767,0.003552261,0.00007049577,0.0001209838,0.00564975],"genre_scores_gemma":[0.9930196,0.00005658114,0.00007430017,0.00000333948,0.0005300007,0.00002755224,0.0001023446,0.00008452402,0.006101781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01728887,"threshold_uncertainty_score":0.9996561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331686326758915,"score_gpt":0.3149814963891213,"score_spread":0.2816646331215321,"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."}}