{"id":"W4319787013","doi":"10.3390/children10020328","title":"Glycemic Stress Index: Does It Correlate with the Intensive Care Length of Stay?","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Perioperative; Intubation; Incidence (geometry); Acute kidney injury; Anesthesia; Pediatric intensive care unit; Intensive care unit; Cardiac surgery; Surgery; Internal medicine; Intensive care medicine","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":[0.00004959527,0.0001819174,0.0003486412,0.00008872512,0.0001053785,0.00001329019,0.0001689491,0.0001107779,0.00008627542],"category_scores_gemma":[0.0001308927,0.00008892136,0.000109693,0.0002824666,0.0002558577,0.00004558327,0.00008001304,0.0003200617,0.0000448528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002724726,"about_ca_system_score_gemma":0.00008440181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001507943,"about_ca_topic_score_gemma":0.00006807292,"domain_scores_codex":[0.9988266,0.00002626825,0.0002389812,0.0002626207,0.0003344669,0.0003110161],"domain_scores_gemma":[0.9986751,0.0001227422,0.0000761269,0.0003926987,0.0006206751,0.0001126394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005356551,0.0001093921,0.9577115,0.000194346,0.0009358561,0.0001152643,0.01885938,0.00008270045,0.000313691,0.0003888476,0.006738201,0.009194273],"study_design_scores_gemma":[0.02202929,0.004000605,0.8970534,0.00139998,0.001352899,0.0001551535,0.06592693,0.0005390597,0.0017604,0.0002575135,0.004805066,0.0007196572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940062,0.0002781594,0.00002392014,0.002950313,0.0001851764,0.0005067059,0.0001542024,0.00008141708,0.001813921],"genre_scores_gemma":[0.9975337,0.0001234198,0.00001237057,0.001147616,0.0001168589,0.0000252074,0.0002256397,0.00002734009,0.0007878679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06065805,"threshold_uncertainty_score":0.3626108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00773628316727753,"score_gpt":0.2544446022079527,"score_spread":0.2467083190406751,"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."}}