{"id":"W2330388515","doi":"10.1097/brs.0000000000001232","title":"Risk Factors for Recurrence of Surgically Treated Conventional Spinal Schwannomas","year":2015,"lang":"en","type":"article","venue":"Spine","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Toronto Western Hospital; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Schwannoma; Hazard ratio; Univariate analysis; Lumbar; Retrospective cohort study; Surgery; Logistic regression; Multivariate analysis; Confidence interval; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940523,0.0001294689,0.0003322462,0.00008487039,0.00003682205,0.000008658456,0.00006484122,0.00005709621,0.00008747791],"category_scores_gemma":[0.0004414654,0.00009848233,0.000169173,0.0001624875,0.00009112786,0.00005781278,0.000022337,0.00008612347,0.00001173292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002261074,"about_ca_system_score_gemma":0.0001319434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005541696,"about_ca_topic_score_gemma":0.000002425549,"domain_scores_codex":[0.9990063,0.00003222451,0.0003271361,0.0002133533,0.0002462168,0.0001747533],"domain_scores_gemma":[0.9990938,0.00003890531,0.0001631039,0.000190868,0.0003100278,0.0002033482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003503479,0.001468906,0.9391328,0.000466861,0.0003172618,0.0002196107,0.0001259095,0.00001411629,0.02395044,0.009569687,0.01647731,0.004753594],"study_design_scores_gemma":[0.0102775,0.01220005,0.8596663,0.0004390855,0.0003577182,0.0002704571,0.0002010723,0.0005307097,0.07661456,0.0006341978,0.0384169,0.0003913781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976333,0.0003250534,0.0003249436,0.0001824136,0.0001700132,0.0003385885,0.0001445136,0.00004134272,0.0008398186],"genre_scores_gemma":[0.9974576,0.00001108503,0.001701914,0.00001858529,0.00008959025,0.00001535135,0.0001396774,0.00001446229,0.0005517804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07946645,"threshold_uncertainty_score":0.4015993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05995094723697994,"score_gpt":0.315554152609738,"score_spread":0.255603205372758,"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."}}