{"id":"W2091662910","doi":"10.1016/j.jpeds.2011.08.015","title":"Health Care Utilization from Prevalent Medical Conditions in Normal-Weight, Overweight, and Obese Children","year":2011,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Dalhousie University; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Overweight; Medicine; Obesity; Pediatrics; Health care; Childhood obesity; Cross-sectional study; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003914398,0.0002649841,0.0004220468,0.001223609,0.000632932,0.0007402079,0.0003849743,0.0005328293,0.001388716],"category_scores_gemma":[0.001832221,0.0004403724,0.0009512591,0.001631828,0.000282837,0.0005663181,0.0008473841,0.001159124,0.0001372402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102462,"about_ca_system_score_gemma":0.0009807952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06232075,"about_ca_topic_score_gemma":0.07826769,"domain_scores_codex":[0.9994175,0.0001065542,0.00008726372,0.00007118332,0.00009643704,0.0002211134],"domain_scores_gemma":[0.9987969,0.0002154894,0.0004836916,0.0000319849,0.00008940869,0.000382463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000345405,0.00003757612,0.9993207,0.000005536255,0.00002695184,0.00004256454,0.0000560273,0.00002794253,0.00003392309,0.0000176758,0.00006514577,0.0003314451],"study_design_scores_gemma":[0.000002761095,0.00003066603,0.9993592,0.000004610367,0.00001173207,0.0001000663,0.0003558721,0.0000718478,0.00001119976,0.000008263494,0.00004194756,0.000001785717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998754,0.0002480554,0.00001270522,0.00006986217,0.000005073217,0.000004080809,0.0006398334,0.000001417009,0.0002648733],"genre_scores_gemma":[0.998892,0.0002632794,0.00003078569,0.00003247798,0.00001016782,0.000007268191,0.0006814462,0.000001332662,0.00008137974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06232075,"threshold_uncertainty_score":0.123916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292617304160014,"score_gpt":0.2916423283924436,"score_spread":0.2687161553508435,"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."}}