{"id":"W4311670220","doi":"10.1016/j.humov.2022.103040","title":"Determinants of mechanical efficiency trajectories from childhood to adolescence: Findings from the QUALITY cohort","year":2022,"lang":"en","type":"article","venue":"Human Movement Science","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université Laval; St. Francis Xavier University; McGill University; Université du Québec à Trois-Rivières; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"","keywords":"Overweight; Cohort; Body mass index; Logistic regression; Demography; Obesity; Childhood obesity; Medicine; Cohort study; Psychology; Internal medicine","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":[0.001133324,0.0003541918,0.0004727208,0.0007693787,0.0008108094,0.001440112,0.0007236566,0.0007645477,0.002365066],"category_scores_gemma":[0.002965814,0.0006067305,0.001060054,0.001730246,0.0004340099,0.0007848208,0.001427868,0.00110072,0.0002708257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006695748,"about_ca_system_score_gemma":0.0009733635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.116367,"about_ca_topic_score_gemma":0.1073213,"domain_scores_codex":[0.9993855,0.0000909692,0.00004331312,0.0001935963,0.00008979106,0.0001967798],"domain_scores_gemma":[0.9979476,0.0002431066,0.0007731876,0.0002649075,0.0003073769,0.0004638026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005775451,0.00003853769,0.9977708,0.000007426,0.00009458096,0.00002901632,0.0004157387,0.00005831845,0.0001403776,0.00009579812,0.0001519771,0.001139674],"study_design_scores_gemma":[0.000001747617,0.00002278804,0.9993805,0.00000534678,0.00002294505,0.00002317796,0.0002635823,0.00005982798,0.00001862982,0.00002372514,0.0001756133,0.00000219006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979785,0.0003361615,0.0001641346,0.0001097096,0.000007106887,0.000005795047,0.001048184,0.000004601337,0.0003458642],"genre_scores_gemma":[0.9981287,0.0002178162,0.0001007253,0.00002911714,0.000005977445,0.00001052046,0.0009052206,0.000007413766,0.0005945312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116367,"threshold_uncertainty_score":0.2313793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457998520753941,"score_gpt":0.3174668346965552,"score_spread":0.2928868494890158,"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."}}