{"id":"W2072104665","doi":"10.1159/000064398","title":"Neurofibromatosis Type 1 and the Pediatric Neurosurgeon: A 20-Year Institutional Review","year":2002,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Neurofibromatosis; Neurofibromatosis type 2; Neurofibroma; Neurosurgery; Craniofacial; Surgery; Optic nerve; Retrospective cohort study; Radiology; Anatomy","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":[0.0007425439,0.000168767,0.0001923401,0.00201073,0.0005575976,0.0005208527,0.0003866187,0.000348746,0.001747631],"category_scores_gemma":[0.002627708,0.0002070442,0.0001459739,0.002020012,0.0002528739,0.000412325,0.0005049813,0.0002488289,0.0004214284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931439,"about_ca_system_score_gemma":0.001590229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006909339,"about_ca_topic_score_gemma":0.01189104,"domain_scores_codex":[0.9994798,0.0001202537,0.0001143722,0.00006076099,0.0001350798,0.00008969793],"domain_scores_gemma":[0.9969386,0.0006675996,0.00129904,0.0001173357,0.0006402907,0.0003370184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000429448,0.00005190329,0.9767118,0.0001062437,0.00001638801,0.008975785,0.0004000372,0.00002756936,0.0002581091,0.00005800854,0.002940147,0.01041117],"study_design_scores_gemma":[0.000008679266,0.0000771508,0.9698971,0.0001379169,0.00002216975,0.01791677,0.001253924,0.00009930687,0.0001986807,0.00001652813,0.01036442,0.00000739439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793395,0.008323599,0.0002493664,0.0007600563,0.00007460915,0.0002615609,0.002830648,0.00003340555,0.008127333],"genre_scores_gemma":[0.9823785,0.01129438,0.0005797083,0.000515841,0.0001287355,0.0001641958,0.003399815,0.00001394119,0.001524835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006909339,"threshold_uncertainty_score":0.01373827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733021809263173,"score_gpt":0.2361763381090548,"score_spread":0.2088461200164231,"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."}}