{"id":"W4413907373","doi":"10.1017/cjn.2025.10409","title":"A National Modified Delphi Consensus on the Referral and Management of NF1 Plexiform Neurofibroma","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Referral; Plexiform neurofibroma; Delphi; Content (measure theory); Delphi method; Computer science; Medicine; Psychology; Neurofibroma; Business; Family medicine; Artificial intelligence; Pathology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2015263,0.001091097,0.001039079,0.003699276,0.00709909,0.003060591,0.002941845,0.002895331,0.003300693],"category_scores_gemma":[0.1566667,0.001087119,0.002077003,0.002463355,0.008371293,0.003198321,0.01186,0.003099021,0.0006428956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03319674,"about_ca_system_score_gemma":0.1027832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07364734,"about_ca_topic_score_gemma":0.06945458,"domain_scores_codex":[0.8000695,0.1621958,0.01241882,0.003094696,0.0137002,0.008521129],"domain_scores_gemma":[0.8680246,0.06298764,0.004840803,0.004220603,0.05500314,0.004923158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001096402,0.0003731523,0.02825752,0.01193017,0.0003215687,0.001811741,0.5784349,0.006370875,0.007649574,0.03395259,0.08326449,0.246537],"study_design_scores_gemma":[0.0004797452,0.001132546,0.05618124,0.02176749,0.0002563692,0.002105787,0.5856157,0.01164987,0.004768091,0.03882118,0.2763648,0.0008572213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6022822,0.007030491,0.1028953,0.09670287,0.003025689,0.07275862,0.002644256,0.000344113,0.1123164],"genre_scores_gemma":[0.8656954,0.003236499,0.09467838,0.00644502,0.0001536743,0.02490114,0.0008342751,0.00007499931,0.003980632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015263,"threshold_uncertainty_score":0.9846601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744996072635684,"score_gpt":0.3062447788349454,"score_spread":0.231745171571377,"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."}}