{"id":"W4384820728","doi":"10.1007/s12028-023-01788-0","title":"Pediatric Moyamoya Revascularization Perioperative Care: A Modified Delphi Study","year":2023,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Moyamoya disease diagnosis and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute; Intensive Care Society; National Institutes of Health; Cancer Research UK; Neurocritical Care Society; American Stroke Association; Johns Hopkins University; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Moyamoya disease; Revascularization; Perioperative; Intensive care medicine; Stroke (engine); Perioperative medicine; Psychological intervention; Delphi method; Emergency medicine; Anesthesia; Surgery; Internal medicine; Nursing","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":[0.00004751637,0.0002419681,0.0003532372,0.0001808494,0.0002051209,0.00006067355,0.00008567076,0.000080347,0.0001139229],"category_scores_gemma":[0.0004116183,0.0002065286,0.000211237,0.0005832099,0.00003626163,0.00006305554,0.00008368625,0.0001974958,0.0002428733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145502,"about_ca_system_score_gemma":0.000124264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003148039,"about_ca_topic_score_gemma":0.00001170573,"domain_scores_codex":[0.9980214,0.0001285304,0.0002776661,0.0005797216,0.0006159748,0.0003766654],"domain_scores_gemma":[0.9985984,0.0001120422,0.00001890182,0.0004281264,0.0004921717,0.0003503639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000674906,0.005114704,0.9051296,0.002704676,0.0004520987,0.01532403,0.05230014,0.0006126217,0.0006222477,0.00444623,0.003265279,0.009353437],"study_design_scores_gemma":[0.009001853,0.00362428,0.937592,0.00007084511,0.002861589,0.00003810968,0.04357232,0.0009419538,0.0006449305,0.00003908801,0.001019986,0.0005930102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928086,0.001167379,0.00002035744,0.0005529182,0.0001972659,0.001605388,0.00009481461,0.000315421,0.00323785],"genre_scores_gemma":[0.997862,0.0001544621,0.00003401736,0.0006002034,0.0002968736,0.000520527,0.0003595459,0.00005174502,0.0001206717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0324624,"threshold_uncertainty_score":0.8421991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387948106715238,"score_gpt":0.3214330846580158,"score_spread":0.2975536035908635,"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."}}