{"id":"W4391871098","doi":"10.1016/j.jcrc.2024.154537","title":"Malglycemia in the critical care setting. Part III: Temporal patterns, relative potencies, and hospital mortality","year":2024,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Hypoglycemia; Medicine; Relative risk; Absolute risk reduction; Glycemic; Incidence (geometry); Internal medicine; Insulin; Confidence interval","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":[0.0004293736,0.0002719404,0.0005541622,0.0001441919,0.0001377612,0.0001697777,0.0001807509,0.0002546201,0.0001264669],"category_scores_gemma":[0.001865249,0.000176077,0.0003037813,0.000182932,0.0004984512,0.0003721253,0.00006787853,0.001327523,0.000006117116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553154,"about_ca_system_score_gemma":0.0003043906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005463259,"about_ca_topic_score_gemma":0.00001453774,"domain_scores_codex":[0.997282,0.0001909423,0.0008398195,0.0003416196,0.0008581137,0.0004875147],"domain_scores_gemma":[0.9976433,0.0009638607,0.00004776383,0.0002447347,0.0007966484,0.0003036814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001959768,0.001129039,0.7776919,0.01430974,0.0003093929,0.03737047,0.08561379,0.000002335966,0.0001733688,0.04754963,0.002661136,0.03122942],"study_design_scores_gemma":[0.01746626,0.02276493,0.4208304,0.01105892,0.007185065,0.008237995,0.445579,0.0007080103,0.0003246881,0.01677311,0.04666464,0.002407019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511179,0.02622733,0.0002795989,0.01828758,0.00126885,0.0003080996,0.0001425674,0.00003037484,0.002337729],"genre_scores_gemma":[0.9977094,0.00006801938,0.0002908931,0.001178082,0.0006563591,0.00001437338,0.00003081094,0.00002627094,0.00002582643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3599652,"threshold_uncertainty_score":0.718021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088171160930056,"score_gpt":0.3402180742827436,"score_spread":0.319336362673443,"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."}}