{"id":"W3161205921","doi":"10.1089/chi.2021.0011","title":"Variability in How Canadian Pediatric Weight Management Clinics Deliver Care: Evidence from the CANadian Pediatric Weight Management Registry","year":2021,"lang":"en","type":"article","venue":"Childhood Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; McMaster University Medical Centre; Hospital for Sick Children; Trillium Health Centre; Université de Montréal; University of Alberta; Population Health Research Institute; McGill University; University of Calgary; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Weight management; Medicine; Referral; Family medicine; Best practice; Health care; Cohort; Intervention (counseling); Weight loss; Pediatrics; Obesity; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03576953,0.0004257596,0.001107586,0.004325177,0.003735855,0.004334372,0.005574776,0.0009506983,0.003767647],"category_scores_gemma":[0.1521732,0.0008945581,0.001239024,0.01664363,0.00230128,0.001648657,0.00388536,0.001207514,0.000320686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04769161,"about_ca_system_score_gemma":0.09423245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735454,"about_ca_topic_score_gemma":0.981043,"domain_scores_codex":[0.9305244,0.01690403,0.007201789,0.008394256,0.03196909,0.005006296],"domain_scores_gemma":[0.8314288,0.05177639,0.0492442,0.0117289,0.04710526,0.008716547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520195,0.00005535019,0.9272686,0.001443106,0.0005007352,0.00009973682,0.005827195,0.0004530885,0.00006733249,0.001065857,0.01501952,0.04794747],"study_design_scores_gemma":[0.00005423657,0.00003342429,0.983467,0.001963594,0.0002546476,0.0001012447,0.003122304,0.0004830687,0.00009301976,0.0001068776,0.01025634,0.0000641787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833464,0.0536411,0.004222045,0.01597003,0.0006085659,0.00138454,0.05129829,0.0002746875,0.03913685],"genre_scores_gemma":[0.9804525,0.008938971,0.002275081,0.001327862,0.00006496352,0.0003788745,0.005986188,0.00008279055,0.0004927065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04769161,"threshold_uncertainty_score":0.3460284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108598648317956,"score_gpt":0.2319687312256376,"score_spread":0.221108866393842,"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."}}