{"id":"W1977530623","doi":"10.2337/dc11-0996","title":"The Impact of Frequent and Unrecognized Hypoglycemia on Mortality in the ACCORD Study","year":2011,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Intensive care medicine; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005980846,0.0001159089,0.000217073,0.00008105303,0.00006909163,0.00002601479,0.0002053144,0.00003417188,0.00004068819],"category_scores_gemma":[0.0001392177,0.00005126268,0.00009218117,0.0002171743,0.0001155746,0.00003667591,0.00007899182,0.0001948418,0.00001473069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729304,"about_ca_system_score_gemma":0.0000302697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725273,"about_ca_topic_score_gemma":0.00008079318,"domain_scores_codex":[0.9989101,0.0001536101,0.0001837903,0.0001705971,0.0003028881,0.0002790414],"domain_scores_gemma":[0.9991806,0.0002063361,0.00005181907,0.0004320769,0.00007882759,0.0000503448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009729173,0.0002786962,0.9721763,0.00004924128,0.0001646961,0.000008967992,0.003238708,4.281978e-7,0.00008523675,0.00002643228,0.0002072224,0.02366677],"study_design_scores_gemma":[0.001342195,0.001504014,0.988341,0.00004416774,0.0000712051,5.023062e-8,0.008004358,0.0000282459,0.0003544147,0.0002079705,0.00004454594,0.00005785457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985764,0.0003393586,5.27172e-8,0.00004600186,0.00004539465,0.00104122,0.00001050833,0.00001117047,0.01274231],"genre_scores_gemma":[0.9997358,0.00002629493,0.000005215963,0.00005963284,0.0000282054,0.00006686527,0.00001116892,0.00001050815,0.0000563631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02360892,"threshold_uncertainty_score":0.2090431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533517246052839,"score_gpt":0.3530564229484169,"score_spread":0.2877212504878885,"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."}}