{"id":"W2747085058","doi":"10.1038/ijo.2017.204","title":"Sources of variability in childhood obesity indicators and related behaviors","year":2017,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"National Institute of General Medical Sciences","keywords":"Waist; Body mass index; Obesity; Anthropometry; Demography; Medicine; Childhood obesity; Analysis of variance; Explained variation; Physical activity; Screen time; Psychological intervention; Gerontology; Physical therapy; Overweight; Statistics; Mathematics; Endocrinology; 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":[0.004009937,0.0003543705,0.0006120658,0.001962491,0.000504579,0.001243706,0.0006945636,0.0005404273,0.001348138],"category_scores_gemma":[0.01768526,0.0004616635,0.0009609084,0.003486109,0.0004551909,0.0005980489,0.001477792,0.0008425584,0.000226704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007048156,"about_ca_system_score_gemma":0.0005397754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01423675,"about_ca_topic_score_gemma":0.01085285,"domain_scores_codex":[0.9943517,0.002209132,0.0005392702,0.001176575,0.001185462,0.000537888],"domain_scores_gemma":[0.9817389,0.009680468,0.00319284,0.003178912,0.001711379,0.000497469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177585,0.00001671028,0.9952434,0.00001530079,0.0002643302,0.00003172508,0.0003955147,0.000232193,0.000258411,0.0001786011,0.0001762003,0.003069761],"study_design_scores_gemma":[0.000001682856,0.00001209721,0.9988469,0.000006796349,0.00003260275,0.00008237135,0.0001883076,0.0004360506,0.00007545869,0.0001251874,0.0001879746,0.000004551045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920881,0.0008299081,0.003117288,0.0002113251,0.00003391446,0.00001737227,0.00257257,0.0000517293,0.001077765],"genre_scores_gemma":[0.9983907,0.0001166664,0.0003199154,0.00001530108,0.00001743631,0.00001212666,0.0009961631,0.0000183514,0.0001133549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423675,"threshold_uncertainty_score":0.02830774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008402923717333652,"score_gpt":0.2838505226501947,"score_spread":0.275447598932861,"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."}}