{"id":"W3014682880","doi":"10.1186/s12887-020-02036-6","title":"Sedentary behavior patterns and adiposity in children: a study based on compositional data analysis","year":2020,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"National Health and Medical Research Council; Medical Research Council; Grantová Agentura České Republiky","keywords":"Medicine; Physical activity; Obesity; Sedentary behavior; Demography; Sedentary lifestyle; Childhood obesity; Overweight; Internal medicine; Physical therapy","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":[0.003385652,0.0006992516,0.0008070501,0.002094714,0.001099409,0.001002973,0.0005984856,0.0005182563,0.001363555],"category_scores_gemma":[0.00825809,0.0006400848,0.002155811,0.002777238,0.0007289154,0.0008201196,0.001286065,0.0007285438,0.0002492646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945798,"about_ca_system_score_gemma":0.001349311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839416,"about_ca_topic_score_gemma":0.0194909,"domain_scores_codex":[0.9962695,0.001775599,0.0003093605,0.0007079745,0.0006273204,0.0003102643],"domain_scores_gemma":[0.9956475,0.00139918,0.001288813,0.0007619466,0.0006093201,0.0002931155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555769,0.0001271163,0.9967421,0.00003508657,0.0002370916,0.0001206812,0.000448894,0.0001005902,0.0001958224,0.00006377415,0.00003319573,0.001740143],"study_design_scores_gemma":[0.00001984703,0.0004244045,0.9960715,0.0000306661,0.0002410059,0.0003814855,0.001183538,0.001136301,0.0001342492,0.00006161822,0.0003021851,0.00001329261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989758,0.0001424264,0.0006364902,0.00001358154,0.000003026563,0.00002564574,0.0001175779,0.000002739589,0.00008284729],"genre_scores_gemma":[0.9981731,0.0001705273,0.001080618,0.00001437298,0.000006193752,0.00005426776,0.0004260666,0.000008220097,0.00006658377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839416,"threshold_uncertainty_score":0.03657413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886041893087947,"score_gpt":0.2999643435107177,"score_spread":0.2611039245798382,"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."}}