{"id":"W4280588006","doi":"10.1038/s41372-022-01412-7","title":"Variations in practices and outcomes of neonates with hypoxic ischemic encephalopathy treated with therapeutic hypothermia across tertiary NICUs in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre; Dr. Everett Chalmers Regional Hospital; Centre Hospitalier Universitaire de Sherbrooke; Hôpital Maisonneuve-Rosemont; Montreal Children's Hospital; Centre hospitalier universitaire de Québec; Jewish General Hospital; Kingston General Hospital; Moncton Hospital; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; Sunnybrook Health Science Centre; Windsor Regional Hospital; London Health Sciences Centre; St. Boniface Hospital; University of Calgary; Health Sciences Centre; Hamilton Health Sciences; Royal University Hospital; Izaak Walton Killam Health Centre; Royal Alexandra Hospital; B.C. Women's Hospital & Health Centre; Foothills Medical Centre; Hospital for Sick Children; Victoria General Hospital; Mount Sinai Hospital; Royal Columbian Hospital; Surrey Memorial Hospital; Saint John Regional Hospital; University of British Columbia; Children's Hospital of Eastern Ontario; University of Manitoba; SickKids Foundation; Regina General Hospital; University of Toronto; Dalhousie University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Hypothermia; Intensive care; Hypoxic Ischemic Encephalopathy; Tertiary care; Encephalopathy; Neonatology; Inotrope; Neurointensive care; Retrospective cohort study; Anesthesia; Neonatal encephalopathy; Pediatrics; Emergency medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009033922,0.0002373192,0.0005107696,0.001257856,0.003379884,0.002139143,0.002270747,0.0007899329,0.00276033],"category_scores_gemma":[0.008479697,0.0004210735,0.000695647,0.004793513,0.001263459,0.0004918437,0.001753443,0.001100278,0.00015461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06392827,"about_ca_system_score_gemma":0.07800283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.991596,"about_ca_topic_score_gemma":0.9959145,"domain_scores_codex":[0.996801,0.0003192973,0.0003338573,0.0004453186,0.0006663832,0.001434002],"domain_scores_gemma":[0.9899454,0.0009258561,0.002392195,0.0001972204,0.003465992,0.003073427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009937755,0.00004523664,0.9820105,0.0001062967,0.00008982296,0.0003670651,0.004657856,0.0006107285,0.0002432465,0.0009161617,0.002646829,0.008206862],"study_design_scores_gemma":[0.00001008231,0.00003393361,0.9853746,0.000265614,0.00003021303,0.0002555011,0.0113218,0.0006579721,0.000110058,0.0001080871,0.001799239,0.00003294923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886553,0.001604986,0.0002138205,0.002613164,0.00005240842,0.00005538548,0.002256754,0.00002069379,0.004527483],"genre_scores_gemma":[0.9972567,0.001047595,0.0002554986,0.0003612328,0.0000116525,0.00002443379,0.0004819523,0.0000143651,0.0005466686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991596,"threshold_uncertainty_score":0.4638342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008470426944667,"score_gpt":0.2584989541400587,"score_spread":0.2484142498706121,"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."}}