{"id":"W4387337918","doi":"10.1016/j.cjca.2023.06.194","title":"ANTIHYPERGLYCEMIC MEDICATION INITIATION AFTER CARDIOVASCULAR HOSPITALIZATION IN OLDER ADULTS WITH DIABETES INCREASES HYPOGLYCEMIA WITHOUT IMPROVING SURVIVAL","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Disease; Intensive care medicine; Type 2 diabetes; Population; Emergency medicine; Pediatrics; Internal medicine; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006228699,0.0002675616,0.0007604804,0.0003265796,0.0004714305,0.0009825184,0.0002327041,0.0006725958,0.002082443],"category_scores_gemma":[0.006387685,0.0002500165,0.001364624,0.0006607617,0.0001058925,0.0005454411,0.0003554159,0.001446892,0.0002075468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627679,"about_ca_system_score_gemma":0.0007267823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077526,"about_ca_topic_score_gemma":0.02644439,"domain_scores_codex":[0.9994832,0.0001369853,0.00007502191,0.00008312282,0.0001120363,0.0001096067],"domain_scores_gemma":[0.996911,0.001058449,0.0009774213,0.0001545078,0.0002828779,0.0006158015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001186668,0.0003243394,0.9797347,0.00005537554,0.0003183836,0.00014793,0.00006870558,0.00005660678,0.0001673141,0.00003019428,0.0007131181,0.01719668],"study_design_scores_gemma":[0.00004821902,0.000241548,0.9986594,0.00004680331,0.0002695583,0.00009738223,0.00009803563,0.000140383,0.00003069416,0.00006976793,0.0002923849,0.000005916123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876537,0.004911649,0.0001611259,0.001041649,0.0002857851,0.0000210974,0.0005812324,0.00002403741,0.005319786],"genre_scores_gemma":[0.9957325,0.001840459,0.0002882041,0.000672828,0.0003673809,0.00001290481,0.0005814639,0.00000599195,0.0004981779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077526,"threshold_uncertainty_score":0.02142507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006123004202334924,"score_gpt":0.2027825200281646,"score_spread":0.1966595158258297,"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."}}