{"id":"W1870937734","doi":"10.1111/dme.12867","title":"Risk of new‐onset heart failure in patients using sitagliptin: a population‐based cohort study","year":2015,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Alliance for Canadian Health Outcomes Research in Diabetes; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Medicine; Sitagliptin; Heart failure; Internal medicine; Acute coronary syndrome; Odds ratio; Cardiology; Population; Myocardial infarction; Metformin; Insulin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006835425,0.0002011593,0.0006963883,0.0003730445,0.00002434186,0.000004758104,0.00007502811,0.00005480725,0.0001377284],"category_scores_gemma":[0.0005747585,0.0001535005,0.00005246215,0.0004715164,0.00004727027,0.00005496741,0.00004010399,0.0001191367,0.00001482126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738621,"about_ca_system_score_gemma":0.0000865536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915361,"about_ca_topic_score_gemma":0.0001193207,"domain_scores_codex":[0.9980966,0.0001190973,0.0005125333,0.0002960069,0.0007029991,0.0002727876],"domain_scores_gemma":[0.9988682,0.00007200528,0.0001797254,0.0004464302,0.0001452929,0.0002883078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020337,0.00104889,0.9917806,0.00004305875,0.0001507134,0.000005221485,0.0004469324,0.0001082862,0.00001083161,0.000003420733,0.005830728,0.0004693192],"study_design_scores_gemma":[0.01406367,0.002190504,0.9808286,0.0002471199,0.0008641353,2.358801e-7,0.0005112477,0.0007943631,0.00003699831,0.0000556437,0.0002943766,0.0001131148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968745,0.00007306026,0.00003308398,0.000626642,0.0001919962,0.001894949,0.000006235003,0.00003372146,0.0002658511],"genre_scores_gemma":[0.9977491,0.000001279958,0.001414513,0.0003060044,0.00008442617,0.00002616517,0.0001952527,0.0000240514,0.0001991806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396163,"threshold_uncertainty_score":0.625957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641606880884795,"score_gpt":0.2868280950277219,"score_spread":0.2604120262188739,"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."}}