{"id":"W4387563231","doi":"10.1001/jamanetworkopen.2023.36400","title":"Cost-Effectiveness of Antiobesity Drugs for Adolescents With Severe Obesity","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Manitoba","funders":"","keywords":"Phentermine; Medicine; Topiramate; Liraglutide; Orlistat; Sleeve gastrectomy; Cost effectiveness; Quality-adjusted life year; Population; Weight loss; Pediatrics; Internal medicine; Obesity; Endocrinology; Gastric bypass; Diabetes mellitus; Psychiatry; Type 2 diabetes; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002122258,0.0005847862,0.0007883403,0.0006620617,0.0001858384,0.001129568,0.0005992245,0.0007498647,0.00285373],"category_scores_gemma":[0.01062167,0.0003542043,0.002082875,0.0006741487,0.0003344115,0.0009782466,0.0004868452,0.0008044675,0.0001037922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002688736,"about_ca_system_score_gemma":0.002642441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00958648,"about_ca_topic_score_gemma":0.00757304,"domain_scores_codex":[0.9989302,0.0007436451,0.00005162171,0.00006148074,0.0001099202,0.0001032463],"domain_scores_gemma":[0.9965057,0.002676796,0.0004751397,0.00005760021,0.0001364696,0.0001482401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.005322338,0.0005126735,0.09530915,0.001100203,0.003694519,0.0004967715,0.00006530901,0.8383733,0.000729056,0.009033803,0.002172622,0.0431902],"study_design_scores_gemma":[0.002184195,0.004083009,0.06834466,0.001437088,0.005773739,0.001202345,0.0003361309,0.896572,0.002151413,0.0127023,0.005121503,0.00009164453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598967,0.01014657,0.01469822,0.002399847,0.000103496,0.0005636153,0.003706781,0.00006495629,0.008419937],"genre_scores_gemma":[0.9953113,0.001597306,0.002023268,0.0001285303,0.00001392556,0.00008622116,0.0004579732,0.000006403011,0.0003751332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00958648,"threshold_uncertainty_score":0.01950824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297602705744004,"score_gpt":0.3205105532618324,"score_spread":0.2775345262043923,"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."}}