{"id":"W4401033823","doi":"10.1111/dom.15798","title":"Risk of new‐onset diabetes and efficacy of pharmacological weight loss therapy","year":2024,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Esperion Therapeutics; Kowa Company; National Institutes of Health; Amarin Corporation; Brigham and Women's Hospital; National Heart, Lung, and Blood Institute; Pfizer; Amgen; AstraZeneca; Eli Lilly and Company; Eisai; American Heart Association","keywords":"Medicine; Pharmacotherapy; Weight loss; Diabetes mellitus; Intensive care medicine; Type 2 diabetes; Internal medicine; Obesity; Endocrinology","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":[0.004202194,0.0007069612,0.0006932479,0.0007403702,0.0001650598,0.001057119,0.0006786408,0.0006591275,0.00112506],"category_scores_gemma":[0.01015154,0.0002646089,0.0009912763,0.0003272721,0.0002436867,0.0003612297,0.0004132361,0.0007969596,0.0002833185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359193,"about_ca_system_score_gemma":0.0006076307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905719,"about_ca_topic_score_gemma":0.001126924,"domain_scores_codex":[0.998985,0.0005444411,0.00006324008,0.000186156,0.0001461526,0.00007504618],"domain_scores_gemma":[0.9961935,0.002650854,0.0006363989,0.0001797859,0.0002049897,0.0001344286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001918279,0.0003945036,0.8388005,0.00009543929,0.001256907,0.0002312901,0.0000841198,0.1262955,0.001096471,0.0008621428,0.001309325,0.02765551],"study_design_scores_gemma":[0.000191079,0.0006224462,0.1464285,0.00004012135,0.000452924,0.0003796119,0.00003640795,0.8490087,0.0004328335,0.001652883,0.0007315418,0.00002290377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466013,0.0009433969,0.0490616,0.001020526,0.0000606556,0.0001544496,0.0008658256,0.0001628638,0.001129275],"genre_scores_gemma":[0.9938943,0.0001423142,0.004980126,0.00007675275,0.00002323357,0.00006269822,0.0005258253,0.000008171796,0.0002866396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004202194,"threshold_uncertainty_score":0.02222353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227942957422475,"score_gpt":0.2620909850618799,"score_spread":0.2498115554876552,"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."}}