{"id":"W4304206680","doi":"10.21203/rs.3.rs-2135939/v1","title":"The Cost-effectiveness of Subcutaneous Semaglutide 2.4 mg Injection for Chronic Weight Management in Canada: A Societal Perspective","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Semaglutide; Medicine; Liraglutide; Overweight; Quality-adjusted life year; Body mass index; Weight loss; Weight management; Obesity; Internal medicine; Cost effectiveness; Endocrinology; Type 2 diabetes; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002281439,0.0006047532,0.001007749,0.001532553,0.0007252555,0.001996038,0.000737137,0.0008063429,0.003186395],"category_scores_gemma":[0.009267147,0.0003188866,0.002447746,0.003073554,0.0005065015,0.00055549,0.0007573983,0.001164673,0.00009025396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05498738,"about_ca_system_score_gemma":0.05194113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9085988,"about_ca_topic_score_gemma":0.9341613,"domain_scores_codex":[0.9975001,0.001092168,0.0001565106,0.000151109,0.0007221181,0.0003779856],"domain_scores_gemma":[0.9966758,0.00102687,0.000702574,0.00005227327,0.001081009,0.0004615179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02836201,0.00151263,0.4640763,0.01061049,0.02579083,0.001462538,0.0006166081,0.1287759,0.001962696,0.01464159,0.02890446,0.293284],"study_design_scores_gemma":[0.01215359,0.007368428,0.6566802,0.009692532,0.04826575,0.001641116,0.003623994,0.2143343,0.002117041,0.008479775,0.03515834,0.0004849683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228797,0.09870217,0.002099829,0.02174227,0.0003024586,0.0007693304,0.02598005,0.00006724876,0.02745709],"genre_scores_gemma":[0.9817004,0.01293553,0.001258296,0.0009910235,0.00007500422,0.00008493882,0.002050062,0.000008779538,0.0008959199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09140116,"threshold_uncertainty_score":0.3989632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112214824703318,"score_gpt":0.3808431305934685,"score_spread":0.3397209823464353,"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."}}