{"id":"W4304992132","doi":"10.1227/ons.0000000000000377","title":"Complete Resection of a Recurrent Cervical Dumbbell Schwannoma After Initial Subtotal Resection and Radiotherapy: 2-Dimensional Operative Video","year":2022,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Schwannoma; Dumbbell; Resection; Radiation therapy; Surgery; Radiology; Physical therapy","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":[0.0001480581,0.0009549651,0.0006052987,0.002134448,0.0009491293,0.0007540768,0.001184227,0.002208862,0.002479802],"category_scores_gemma":[0.0009263508,0.0005133261,0.00107167,0.001065888,0.0007723998,0.0008453397,0.0008595666,0.001921577,0.0008626896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251335,"about_ca_system_score_gemma":0.0009144273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007332001,"about_ca_topic_score_gemma":0.01293979,"domain_scores_codex":[0.9997465,0.00001337558,0.00003178277,0.00005191535,0.00006634364,0.0000900452],"domain_scores_gemma":[0.9996234,0.0001203165,0.00004956353,0.00005779861,0.0000209581,0.0001279375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002648958,0.00008003408,0.005439811,0.0001061836,0.00004074912,0.9645783,0.0001972203,0.001156966,0.0106923,0.0002686556,0.001146991,0.01602783],"study_design_scores_gemma":[0.00003048313,0.0002029773,0.01613365,0.00004405923,0.00004338828,0.975293,0.0001403591,0.001475206,0.004450275,0.0002365196,0.001900128,0.00004990513],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603665,0.005160986,0.01053843,0.002298735,0.0007018947,0.0002411627,0.001705064,0.0007276339,0.01825963],"genre_scores_gemma":[0.9888071,0.001473302,0.005438213,0.0003195843,0.0003482257,0.00003882429,0.0005856496,0.00006277307,0.002926422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007332001,"threshold_uncertainty_score":0.01457864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084233055109128,"score_gpt":0.3009586076579747,"score_spread":0.2701162771068835,"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."}}