{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273612,0.0001678848,0.0002035531,0.0005041754,0.0003279956,0.0003393198,0.0003433904,0.0003184167,0.00146435],"category_scores_gemma":[0.002952739,0.0001228934,0.0004166263,0.0005456128,0.0003005499,0.0002024104,0.0004945179,0.0003636123,0.0001056465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193456,"about_ca_system_score_gemma":0.0005899978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570396,"about_ca_topic_score_gemma":0.01461234,"domain_scores_codex":[0.9996881,0.00008551119,0.00004416914,0.00006261301,0.00006202653,0.00005751136],"domain_scores_gemma":[0.9982831,0.0004469273,0.0008449075,0.00008619783,0.0001346163,0.0002042024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004126428,0.000010317,0.9986993,0.000009378953,0.00002464088,0.0001087138,0.00003338565,0.00003168547,0.0001138921,0.000008491112,0.00005221271,0.0008666548],"study_design_scores_gemma":[0.000001139625,0.00004639293,0.9994134,0.000006755673,0.000009531498,0.0002179996,0.00006352189,0.00009038586,0.00009913548,0.0000163206,0.00003403187,0.00000138301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993721,0.0001748738,0.00006930558,0.00003815039,0.000002894601,0.000003048701,0.000198958,0.000002480092,0.0001381922],"genre_scores_gemma":[0.9996009,0.00007763871,0.0001083429,0.00002074695,0.000003853114,0.000005942917,0.0001306613,8.699445e-7,0.00005101081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570396,"threshold_uncertainty_score":0.03122509,"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."}}