{"id":"W4386864710","doi":"10.22541/au.169512128.81622270/v1","title":"Reduced exercise capacity for muscle mass in adolescents living with obesity","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Spirometry; Percentile; Anthropometry; VO2 max; Lean body mass; Medicine; Physical therapy; Lung function; Obesity; Animal science; Internal medicine; Cardiology; Heart rate; Mathematics; Body weight; Lung; Biology; Blood pressure; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313886,0.0003518139,0.0002430388,0.0006782447,0.0001917051,0.0003667855,0.0002070043,0.0003855772,0.002083169],"category_scores_gemma":[0.00122159,0.0001184332,0.0001980525,0.0003116826,0.0002453152,0.0002530685,0.0003914493,0.0003387063,0.0001934425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009998636,"about_ca_system_score_gemma":0.00007744123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009234978,"about_ca_topic_score_gemma":0.001063879,"domain_scores_codex":[0.9998466,0.00003740145,0.00001320314,0.0000319246,0.00003148341,0.00003936076],"domain_scores_gemma":[0.9993297,0.0001579864,0.0002690255,0.00001937056,0.00005069535,0.000173274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710387,0.000104647,0.9949549,0.0000212381,0.00003534396,0.000185065,0.00007357109,0.00003933754,0.001499196,0.00001858486,0.00006148555,0.002835656],"study_design_scores_gemma":[0.000003981837,0.0001884591,0.9991546,0.000005215038,0.00001159013,0.0003275183,0.0000702942,0.00006915055,0.0000840479,0.00001533436,0.00006883538,0.000001019033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994967,0.0001950554,0.00003995282,0.00001763668,0.000003530189,0.000003993329,0.00004898143,0.000002147843,0.0001919417],"genre_scores_gemma":[0.999727,0.00004320286,0.00005911503,0.00001312702,0.000006777853,0.000006410304,0.00006698343,0.00000116515,0.0000762635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083169,"threshold_uncertainty_score":0.006968915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397822713872045,"score_gpt":0.2806725365724254,"score_spread":0.2408902651852209,"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."}}