{"id":"W4391402478","doi":"10.1002/ppul.26890","title":"Reduced exercise capacity for muscle mass in adolescents living with obesity","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Lean body mass; Medicine; Spirometry; Physical therapy; Percentile; Anthropometry; VO2 max; Obesity; Lung volumes; Internal medicine; Animal science; Cardiology; Lung; Heart rate; Body weight; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000285074,0.0001900475,0.0005981647,0.0003560883,0.00004503149,0.00001423129,0.0001023534,0.0002130875,0.00001864277],"category_scores_gemma":[0.00009571071,0.0001614197,0.0002336546,0.0004572584,0.00005718742,0.00007583356,0.00004713605,0.0003301569,0.00005934903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233971,"about_ca_system_score_gemma":0.0001503874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001594927,"about_ca_topic_score_gemma":0.00002798678,"domain_scores_codex":[0.9985743,0.00005251644,0.0002431007,0.0005254399,0.0001233685,0.000481264],"domain_scores_gemma":[0.9993699,0.00007966987,0.00003341191,0.0003420518,0.00005978719,0.0001152233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00772419,0.003850344,0.6990296,0.02013091,0.0009621223,0.002698442,0.004273414,0.0006060787,0.04809936,0.0007580702,0.008151758,0.2037157],"study_design_scores_gemma":[0.001617818,0.0004047026,0.9923452,0.0005833321,0.0009862831,0.0002050361,0.0001260299,0.001190774,0.0007094878,0.0008325013,0.0005930942,0.0004057935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930182,0.003706214,0.001510405,0.0001813136,0.0005300635,0.0006911541,0.000009730736,0.0001454939,0.000207466],"genre_scores_gemma":[0.9972138,0.0008594201,0.0009221975,0.00005657371,0.0006464893,0.0001648728,0.00001359272,0.00003718539,0.00008591459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933155,"threshold_uncertainty_score":0.6582505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323951603636759,"score_gpt":0.2405231134366485,"score_spread":0.227283597400281,"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."}}