{"id":"W2884077586","doi":"10.1055/s-0038-1633821","title":"Sudden Neurological Deterioration Due to Repeated Intratumoral Hemorrhage in a Patient with a Vestibular Schwannoma","year":2018,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Cerebellopontine angle; Schwannoma; Medicine; Vestibular system; Auditory canal; Hearing loss; Radiology; Surgery; Audiology; Magnetic resonance imaging","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":[0.001078066,0.0003049943,0.0008782349,0.0004799926,0.00009300736,0.00007470568,0.0001555833,0.0001403537,0.0003063842],"category_scores_gemma":[0.00120219,0.0001961722,0.0001588134,0.0007809086,0.0001527729,0.0001973473,0.0001117264,0.0005893835,0.00004964609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003356425,"about_ca_system_score_gemma":0.0001145781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005414558,"about_ca_topic_score_gemma":0.000004783691,"domain_scores_codex":[0.9967744,0.0004030356,0.001152292,0.0004806092,0.0006369347,0.0005526848],"domain_scores_gemma":[0.9979992,0.0002907288,0.0004571668,0.000358835,0.0003204216,0.0005736503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0223257,0.001385999,0.1642133,0.00005865768,0.00006283737,0.7817777,0.0001433541,0.0002270081,0.0141256,0.00003129886,0.006808333,0.008840138],"study_design_scores_gemma":[0.00341335,0.08862576,0.7633462,0.0003425547,0.0002921034,0.1215139,0.0000567339,0.006260874,0.003671284,0.0001931432,0.01143352,0.0008505371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932736,0.00004292511,0.0001826588,0.005509034,0.0003536893,0.0004376958,0.00000336945,0.00004693435,0.0001501206],"genre_scores_gemma":[0.994413,0.000002145534,0.001491471,0.003610251,0.0004054003,0.00002024321,0.000007812544,0.00002408976,0.00002555229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6602638,"threshold_uncertainty_score":0.799967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760632633993297,"score_gpt":0.2433546875184475,"score_spread":0.2157483611785146,"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."}}