{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008585197,0.0004422564,0.0005599553,0.001412634,0.001255395,0.0009255692,0.0004591398,0.0005041449,0.003336276],"category_scores_gemma":[0.01349619,0.0003600622,0.0008032615,0.001368977,0.0007377224,0.0009768556,0.001993809,0.0007766193,0.0006056778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299029,"about_ca_system_score_gemma":0.003966644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599809,"about_ca_topic_score_gemma":0.005535322,"domain_scores_codex":[0.9937531,0.003904815,0.0006984674,0.0003158863,0.0006144242,0.0007132076],"domain_scores_gemma":[0.9921905,0.003841895,0.0008768145,0.0004758668,0.002155446,0.0004593353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002184862,0.002329476,0.8005821,0.001185824,0.0002967952,0.002842225,0.07583249,0.001118196,0.002042092,0.002538451,0.004113629,0.104934],"study_design_scores_gemma":[0.0004597865,0.004371669,0.8412124,0.00156557,0.0003017773,0.003029622,0.1259655,0.001735469,0.002271585,0.0008021768,0.01816315,0.000121161],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916283,0.0002028487,0.0009410729,0.0001760017,0.00001780806,0.002139491,0.0004792096,0.000005077302,0.004410108],"genre_scores_gemma":[0.9873205,0.0005663141,0.003216108,0.0003021964,0.00001652422,0.007393249,0.0004583814,0.00001075828,0.0007159052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008585197,"threshold_uncertainty_score":0.04540342,"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."}}