{"id":"W3087700421","doi":"10.3233/npm-200535","title":"Risk factors for postoperative hyperglycemia in neonates","year":2020,"lang":"en","type":"article","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Glucose homeostasis; Incidence (geometry); Retrospective cohort study; Gestational age; Neonatal intensive care unit; Risk factor; Intensive care unit; Cohort; Pediatrics; Surgery; Internal medicine; Pregnancy; Insulin; Insulin resistance","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":[0.0002795782,0.0003197189,0.001084538,0.0002381449,0.00008327765,0.00001330988,0.0002358388,0.0001729901,0.0003306892],"category_scores_gemma":[0.003992767,0.0002137434,0.0002774903,0.000334786,0.0002377703,0.000246023,0.00004950078,0.000731893,0.000006665234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009039699,"about_ca_system_score_gemma":0.0001670305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006775237,"about_ca_topic_score_gemma":0.000005078837,"domain_scores_codex":[0.997624,0.00005677946,0.00105392,0.0003034537,0.0005663275,0.0003955548],"domain_scores_gemma":[0.9976926,0.0006409725,0.0003280017,0.0001657934,0.0005752911,0.0005973279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09276635,0.001430293,0.4293248,0.002337452,0.002300851,0.009209342,0.06843593,0.0004084652,0.06494543,0.003860655,0.0173649,0.3076155],"study_design_scores_gemma":[0.1578333,0.09637654,0.1007281,0.003931436,0.002184509,0.00421322,0.03447441,0.008806582,0.01359505,0.001946832,0.5738746,0.002035489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770936,0.002968842,0.001268789,0.0170636,0.0005754841,0.000517207,0.00008005033,0.000022719,0.0004096757],"genre_scores_gemma":[0.9945624,0.0004446087,0.001484405,0.00267449,0.0006423746,0.00001166278,0.00003674237,0.0000383318,0.0001050159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565097,"threshold_uncertainty_score":0.8716201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535759026897576,"score_gpt":0.2971255553090836,"score_spread":0.2717679650401078,"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."}}