{"id":"W4388831620","doi":"10.1503/cmaj.230820","title":"Novel obesity treatments","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Toronto East General Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Novo Nordisk; University of Toronto; American Diabetes Association","keywords":"Obesity; Body mass index; Medicine; Dyslipidemia; Obstructive sleep apnea; Type 2 diabetes; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.0003644461,0.0005655093,0.000543379,0.0006061551,0.0002682132,0.0008396635,0.0005586043,0.0007089755,0.01147191],"category_scores_gemma":[0.0003653421,0.0001435095,0.0007917948,0.0003042865,0.0002331494,0.0005106005,0.0005493297,0.002359456,0.002566604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299716,"about_ca_system_score_gemma":0.0004714203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007761606,"about_ca_topic_score_gemma":0.002702385,"domain_scores_codex":[0.9998189,0.00003207214,0.0000142939,0.00003868078,0.00005496483,0.00004119598],"domain_scores_gemma":[0.9998877,0.00001970244,0.00001823433,0.000006268864,0.00003722457,0.00003092451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001500686,0.000836408,0.001341637,0.002997878,0.0003618941,0.0007816631,0.00007976385,0.0004495881,0.01312378,0.01422529,0.07543643,0.888865],"study_design_scores_gemma":[0.001807259,0.001822233,0.006747179,0.003067186,0.0004707211,0.003237934,0.0001243115,0.001097345,0.005945129,0.008950113,0.9666741,0.00005626859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04032991,0.8040868,0.008047859,0.02214589,0.007331287,0.0003020971,0.002207823,0.0006321966,0.1149161],"genre_scores_gemma":[0.2339931,0.6548249,0.01347592,0.01957374,0.007020878,0.0005171556,0.005359801,0.000111462,0.06512317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01147191,"threshold_uncertainty_score":0.03837734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284002874912711,"score_gpt":0.2486341489146883,"score_spread":0.2357941201655612,"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."}}