{"id":"W4412159118","doi":"10.1136/bmjopen-2025-106423","title":"Surgery on the aortic arch and feasibility of electroencephalography (SAFE) monitoring in neonates: protocol for a prospective observational cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Birmingham Biomedical Research Centre; British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Observational study; Cohort study; Electroencephalography; Prospective cohort study; Protocol (science); Cohort; Emergency medicine; Surgery; Intensive care medicine; Alternative medicine; Internal medicine; Pathology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01541848,0.002138925,0.002533657,0.001417351,0.001604937,0.001605745,0.001792055,0.002316509,0.009822734],"category_scores_gemma":[0.01095292,0.001159769,0.00230368,0.001963371,0.001342544,0.001410864,0.001399355,0.001289478,0.002583421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730149,"about_ca_system_score_gemma":0.008845666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003092593,"about_ca_topic_score_gemma":0.00311635,"domain_scores_codex":[0.9911739,0.004594937,0.001649392,0.001165164,0.0006919653,0.0007246884],"domain_scores_gemma":[0.9929119,0.001130191,0.002016407,0.000950139,0.001924952,0.00106637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.388692,0.03465032,0.4398851,0.02496338,0.004250764,0.002972329,0.005393405,0.006317001,0.009633659,0.00475155,0.02401351,0.054477],"study_design_scores_gemma":[0.1084729,0.1348655,0.6687034,0.00642572,0.002477046,0.001518165,0.004880185,0.004493865,0.003328895,0.002579566,0.06167902,0.0005756965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1202358,0.0009784491,0.005659477,0.0003877757,0.00023355,0.8575665,0.01234783,0.00006923464,0.002521445],"genre_scores_gemma":[0.05455737,0.0002831922,0.004459195,0.0002388895,0.00006483259,0.9368627,0.00306096,0.00000713184,0.000465693],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01541848,"threshold_uncertainty_score":0.08154172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991693534741708,"score_gpt":0.4904354919788513,"score_spread":0.2912661385046805,"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."}}