{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003460778,0.000217101,0.0004424682,0.0006024421,0.002501367,0.00009517256,0.001237688,0.0001089658,0.00003706811],"category_scores_gemma":[0.0001732901,0.0001738583,0.00003743648,0.002681101,0.0001526112,0.000597962,0.0013023,0.0004675735,0.00004925202],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141753,"about_ca_system_score_gemma":0.006605336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191669,"about_ca_topic_score_gemma":0.003497639,"domain_scores_codex":[0.9965859,0.0004107736,0.0007020939,0.0008576312,0.0004722383,0.0009713482],"domain_scores_gemma":[0.9980876,0.0005343909,0.0003331647,0.0004370489,0.0001916242,0.0004161049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005864962,0.0002958277,0.9903026,0.0006584477,9.759262e-7,0.000002836181,0.004899761,0.000003236968,0.00001370986,0.001034112,0.0002828491,0.002446949],"study_design_scores_gemma":[0.002317069,0.00009275474,0.9910962,0.0002281212,0.00001353629,7.150759e-7,0.00440713,0.0003185775,0.000004985938,0.0004833229,0.0008716866,0.0001659033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862127,0.002136182,0.00004109628,0.005498661,0.001010839,0.002269947,0.00002997265,0.00004503268,0.002755548],"genre_scores_gemma":[0.9879908,0.00584156,0.0009993911,0.003713419,0.0002559115,0.00003162636,0.000008601998,0.000008641534,0.001150059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005791161,"threshold_uncertainty_score":0.9990263,"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."}}