{"id":"W4415185882","doi":"10.1542/pedsos.2025-000954","title":"Fully Subsidized Multiprofessional Health Services and Persistence in Pediatric Obesity Treatment","year":2025,"lang":"en","type":"article","venue":"Pediatrics Open Science","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Sante Montreal; Canadian Nutrition Society","funders":"Mitacs; Dairy Farmers of Canada","keywords":"Subsidy; Obesity; Overweight; Persistence (discontinuity); Body mass index; Program evaluation; Childhood obesity; Health care","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":[0.002549759,0.0001847194,0.000331405,0.0008242792,0.0006380444,0.001037231,0.0008256622,0.0006023085,0.001609036],"category_scores_gemma":[0.01116408,0.0003020563,0.00083266,0.001203249,0.0004733534,0.0008760214,0.001379511,0.001511462,0.00008410664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456495,"about_ca_system_score_gemma":0.001589249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059687,"about_ca_topic_score_gemma":0.02649423,"domain_scores_codex":[0.9970598,0.0008523063,0.000378073,0.0004453926,0.0006669952,0.0005974275],"domain_scores_gemma":[0.9861842,0.001646264,0.009545315,0.0004501021,0.0006638708,0.001510171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009884666,0.0001544466,0.9977579,0.00001093062,0.00004191327,0.00001741469,0.00009341083,0.00002441382,0.00001838607,0.00001289671,0.00004352741,0.00172607],"study_design_scores_gemma":[0.000008365272,0.0001199765,0.9995289,0.0000134404,0.00001082579,0.00005027542,0.0001398365,0.00004805941,0.00001529639,0.000006327719,0.00005700087,0.00000174439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993688,0.0001713568,0.00002849176,0.00007410065,0.000004329726,0.00001236549,0.0001883272,0.000001187993,0.0001510284],"genre_scores_gemma":[0.9994804,0.00006044714,0.00006577496,0.00002652406,0.000008982146,0.00002163788,0.0002505961,0.000001476456,0.00008419149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02059687,"threshold_uncertainty_score":0.04095393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06288542123831824,"score_gpt":0.4340517285534992,"score_spread":0.3711663073151809,"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."}}