{"id":"W4409404236","doi":"10.1503/cmaj.241456","title":"Managing obesity in children: a clinical practice guideline","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Obesity Canada; Alberta Health Services","keywords":"Guideline; Medicine; Obesity; Computer science; Data science; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01555265,0.001902958,0.003659184,0.007334573,0.002026453,0.003764385,0.005930406,0.0100033,0.006312875],"category_scores_gemma":[0.0649794,0.001273663,0.005224035,0.006451039,0.001561458,0.004361158,0.003926442,0.00838343,0.003858436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006978627,"about_ca_system_score_gemma":0.03170668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433301,"about_ca_topic_score_gemma":0.04861239,"domain_scores_codex":[0.9787105,0.008753497,0.006674123,0.0009580177,0.004139345,0.0007645694],"domain_scores_gemma":[0.9573818,0.01311051,0.004863597,0.0009437494,0.02122683,0.002473515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001075354,0.0001890356,0.001662985,0.04924294,0.0005741022,0.001048457,0.001471683,0.001060475,0.0005005704,0.00534794,0.6364519,0.3023424],"study_design_scores_gemma":[0.0005276376,0.0001367644,0.003731436,0.3500054,0.001678698,0.001307615,0.0007831015,0.001066488,0.0003666083,0.008558843,0.6316861,0.0001513561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004056174,0.347638,0.03297975,0.4774395,0.01691119,0.02605977,0.01122409,0.001256306,0.08243526],"genre_scores_gemma":[0.02689975,0.4244036,0.3339067,0.1478015,0.004793481,0.02916434,0.0167929,0.0002923632,0.01594528],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02433301,"threshold_uncertainty_score":0.08225119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201253637874167,"score_gpt":0.4739683815114217,"score_spread":0.44195584513268,"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."}}