{"id":"W4387524844","doi":"10.1212/wnl.0000000000207848","title":"Major Surgery, Brain Injury, and Neurodevelopmental Outcomes in Very Preterm Infants","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto; Fondation Brain Canada","keywords":"Medicine; Bayley Scales of Infant Development; Toddler; Odds ratio; Pediatrics; Confounding; Traumatic brain injury; Logistic regression; Anesthesia; Internal medicine; Cognition; Psychiatry; Psychomotor learning; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003234069,0.0001866778,0.0003282548,0.0005484073,0.0001160713,0.00004293613,0.0002760909,0.0001162768,0.00005485423],"category_scores_gemma":[0.001346649,0.00017647,0.00005263886,0.0006493989,0.0002618954,0.0001592216,0.0003127508,0.0004040875,0.0002334269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007160631,"about_ca_system_score_gemma":0.00005793267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004317552,"about_ca_topic_score_gemma":0.00003793043,"domain_scores_codex":[0.9976045,0.0005263544,0.0002854596,0.0006567595,0.0002868999,0.0006399585],"domain_scores_gemma":[0.997146,0.002427034,0.00005117875,0.0002506763,0.00000781852,0.0001172998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004687762,0.00005891277,0.8460152,0.00001954362,0.000001946245,0.001768384,0.00013406,0.00000144243,0.1470774,0.0001146986,0.001553244,0.002786415],"study_design_scores_gemma":[0.000333029,0.0003039664,0.9778566,0.000003354796,0.000001173692,0.0002214289,0.000001935699,0.0002765338,0.01860415,0.0002180471,0.00202533,0.0001544879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893809,0.00000296165,3.118109e-7,0.009621235,0.0002233742,0.0003482873,0.000008567773,0.0001602421,0.0002541409],"genre_scores_gemma":[0.9870483,0.00007570277,0.000002010683,0.01244939,0.00001854701,0.00006405723,0.000001955103,0.00003210605,0.0003079519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318414,"threshold_uncertainty_score":0.719624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593131929105478,"score_gpt":0.3149451273182298,"score_spread":0.269013808027175,"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."}}