{"id":"W2982527772","doi":"10.3171/2019.7.jns191353","title":"Safe marginal resection of atypical neurofibromas in neurofibromatosis type 1","year":2019,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Institutes of Health","keywords":"Medicine; Neurofibromatosis; Radiology; Surgery; Nuclear medicine","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":[0.0002467252,0.0002269406,0.0001465183,0.0002948194,0.0002213075,0.0001711857,0.0001407339,0.0001084715,0.0006834627],"category_scores_gemma":[0.0009797054,0.00008789505,0.0001795956,0.0001536629,0.00025053,0.0002166973,0.0003495712,0.0001603472,0.0001356915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375751,"about_ca_system_score_gemma":0.0002851651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597913,"about_ca_topic_score_gemma":0.001727356,"domain_scores_codex":[0.9998785,0.00002485108,0.00001522401,0.00001734485,0.00003280028,0.0000312478],"domain_scores_gemma":[0.9995672,0.0001016126,0.0001832257,0.00002952647,0.0000321992,0.00008625546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008453581,0.00006655438,0.8961213,0.0001598199,0.00008596849,0.008177754,0.0002612417,0.0005965913,0.03359312,0.00007482139,0.0002911851,0.05972641],"study_design_scores_gemma":[0.00002300851,0.001312728,0.919331,0.00003338934,0.00005948804,0.06742683,0.0004332813,0.0008963549,0.008943735,0.000133156,0.001395288,0.00001161032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981706,0.0006979463,0.0008176684,0.00001786725,0.000003687534,0.000005777956,0.00002695285,0.0000121253,0.0002473527],"genre_scores_gemma":[0.9992375,0.0001919992,0.0004367273,0.000008219718,0.000007832381,0.00000351211,0.00004409067,0.000002493534,0.00006765073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006834627,"threshold_uncertainty_score":0.002286375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199315127672478,"score_gpt":0.2682263989028117,"score_spread":0.2462332476260869,"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."}}