{"id":"W2793315047","doi":"10.1111/ijpo.12276","title":"Thresholds of physical activity associated with obesity by level of sedentary behaviour in children","year":2018,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Coca-Cola Foundation","keywords":"Medicine; Obesity; Sedentary behavior; Waist; Physical activity; Screen time; Childhood obesity; Sedentary lifestyle; Cross-sectional study; Demography; Receiver operating characteristic; Physical therapy; Overweight; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003492397,0.0003467942,0.00103039,0.0001953787,0.00007859206,0.000008086307,0.0002716661,0.0002083813,0.00004684685],"category_scores_gemma":[0.0001483676,0.0003044288,0.0002172107,0.0009865415,0.0003511312,0.0002676195,0.000234351,0.000547556,0.00001665938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961021,"about_ca_system_score_gemma":0.0001789908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043912,"about_ca_topic_score_gemma":0.000592414,"domain_scores_codex":[0.997601,0.0001608609,0.0003205407,0.0005551223,0.000880811,0.0004816972],"domain_scores_gemma":[0.9983289,0.0002099751,0.0004144695,0.0005338833,0.00029858,0.0002142164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498976,0.04266679,0.9546246,0.00008274579,0.0001066104,0.000007146736,0.0001407796,0.000001246748,0.001433621,0.00002266972,0.0006508672,0.0001130138],"study_design_scores_gemma":[0.002237915,0.001412916,0.9643666,0.00004057914,0.0005728907,0.000005877415,0.00001412434,0.00008647385,0.030864,0.0001297697,6.621428e-7,0.0002682002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982762,0.00003089038,0.00002487558,0.00004419747,0.00005080089,0.0006578192,0.0005514936,0.00005747528,0.0003062774],"genre_scores_gemma":[0.9991919,0.00001341947,0.0000612635,0.00002445633,0.0004507603,0.000009744582,0.00007418916,0.00003785357,0.0001364289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04125388,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120813354274328,"score_gpt":0.2743460977134606,"score_spread":0.2531379641707173,"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."}}