{"id":"W4403673786","doi":"10.1016/j.jchf.2024.09.004","title":"Survodutide for the Treatment of Obesity","year":2024,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Boehringer Ingelheim","keywords":"Medicine; Heart failure; Obesity; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227789,0.0001003514,0.0002129925,0.00003768485,0.00008475265,0.000007874428,0.00003370911,0.00006801699,0.00022311],"category_scores_gemma":[0.00001390288,0.00005488971,0.0002016482,0.00009448858,0.00005315325,0.00002746249,0.000007111687,0.00006054678,0.00008044924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000084293,"about_ca_system_score_gemma":0.000106888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005828757,"about_ca_topic_score_gemma":0.00005517346,"domain_scores_codex":[0.999452,0.00002612138,0.0001213619,0.0001599229,0.00008291926,0.0001576629],"domain_scores_gemma":[0.9993111,0.0003934321,0.00001252902,0.0001844638,0.00003758083,0.00006088185],"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":[0.001170771,0.006032323,0.224366,0.001080638,0.004005692,0.0002621132,0.003678437,0.00003847882,0.05006108,0.004235799,0.66611,0.03895866],"study_design_scores_gemma":[0.001105468,0.0009893219,0.06519601,0.00004078044,0.0005291766,0.00004584453,0.00006819925,0.0003301743,0.03924284,0.000132836,0.8922653,0.00005409178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498454,0.006047983,0.0002242915,0.04189286,0.0004503221,0.001173011,0.00005616854,0.00009519613,0.0002147094],"genre_scores_gemma":[0.99446,0.0002573575,0.001230925,0.0004010324,0.0002829601,0.0001237011,0.00002030381,0.00001200497,0.003211714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261553,"threshold_uncertainty_score":0.2442898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656050524218663,"score_gpt":0.3394524233176356,"score_spread":0.312891918075449,"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."}}