{"id":"W4388264846","doi":"10.1016/j.jcjd.2023.10.185","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 Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Intensive care medicine; Internal medicine; Endocrinology","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":[0.0005964365,0.0002706744,0.0007177407,0.0003291031,0.0004635633,0.0009208715,0.0002478037,0.0006309174,0.002216334],"category_scores_gemma":[0.005889555,0.0002531057,0.001486806,0.0006854178,0.0001102477,0.0005388765,0.0003730452,0.001322024,0.0002014689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366443,"about_ca_system_score_gemma":0.0008252666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175726,"about_ca_topic_score_gemma":0.04222792,"domain_scores_codex":[0.9995165,0.0001224437,0.0000674922,0.0000776794,0.0001011353,0.0001147506],"domain_scores_gemma":[0.9973079,0.0008528338,0.0008840381,0.0001369937,0.0002485631,0.0005696604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127845,0.0002439847,0.9824191,0.00005038391,0.0003161721,0.0001168179,0.00005942736,0.00006022716,0.0001317081,0.00002656258,0.0006821753,0.01476555],"study_design_scores_gemma":[0.00004472103,0.0001935123,0.9988024,0.00003980265,0.0002680857,0.0000717236,0.00008963303,0.0001237483,0.0000256177,0.00005687748,0.0002784664,0.000005319033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876,0.004956558,0.000136282,0.0009906155,0.0002581523,0.00001951175,0.0007114436,0.0000237222,0.005303703],"genre_scores_gemma":[0.9958995,0.001781907,0.0002438508,0.0005754768,0.0002999656,0.00001160966,0.0006430991,0.00000538531,0.000539102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0175726,"threshold_uncertainty_score":0.03494066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005681323667891717,"score_gpt":0.2002207871826363,"score_spread":0.1945394635147445,"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."}}