{"id":"W2996214738","doi":"10.1016/j.prro.2019.12.001","title":"Minimizing General Anesthetic Use in Pediatric Radiation Therapy","year":2019,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Propofol; Anesthetic; Distraction; Radiation therapy; Psychological intervention; Pediatrics; Anesthesia; Surgery; 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":[0.0006775561,0.0003406509,0.0002618748,0.0002759082,0.0003803085,0.000538724,0.0004037917,0.0002375173,0.001197004],"category_scores_gemma":[0.003051768,0.00008523442,0.0001970213,0.0002643439,0.0003095684,0.0004269449,0.0003141362,0.0006201371,0.000231448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006167496,"about_ca_system_score_gemma":0.001679255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418104,"about_ca_topic_score_gemma":0.008076284,"domain_scores_codex":[0.9993443,0.0002948498,0.00006484958,0.00004064996,0.0001848751,0.00007051167],"domain_scores_gemma":[0.9987165,0.0003785226,0.0005914228,0.00006457828,0.0001516796,0.0000973423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001210194,0.0009215694,0.1492437,0.001063861,0.000232566,0.001455638,0.001119279,0.004460935,0.04605341,0.004525734,0.007623034,0.7820901],"study_design_scores_gemma":[0.0001752708,0.01246108,0.6447287,0.002071004,0.001048117,0.02479454,0.004991903,0.01072705,0.1132553,0.00502117,0.1806415,0.00008444767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663799,0.06184715,0.03620207,0.006435988,0.0003772865,0.0002937122,0.0001919176,0.0002145853,0.02805739],"genre_scores_gemma":[0.9349734,0.02825617,0.03243753,0.0009587895,0.0003714754,0.0001171511,0.00009261899,0.00008553122,0.002707377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002418104,"threshold_uncertainty_score":0.004808068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026997045534245,"score_gpt":0.4000152742447746,"score_spread":0.2973155696913501,"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."}}