{"id":"W2009065174","doi":"10.1227/01.neu.0000368102.22612.47","title":"The Transcrusal Approach","year":2010,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of British Columbia","keywords":"Medicine; Surgery; Facial nerve; Hydrocephalus; Palsy; Vertigo; Cranial nerves; Basilar artery; Translabyrinthine approach; Cerebellopontine angle; Schwannoma; Radiology; Magnetic resonance imaging","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004863059,0.0006508665,0.0002254873,0.00109285,0.0006928067,0.001208287,0.0004909378,0.0004321622,0.01078224],"category_scores_gemma":[0.001913502,0.0001788125,0.0007071998,0.0007367359,0.0006250958,0.0008451697,0.001051986,0.001034465,0.002800397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530739,"about_ca_system_score_gemma":0.001114933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008494973,"about_ca_topic_score_gemma":0.001945087,"domain_scores_codex":[0.999241,0.0001176271,0.0000635173,0.0001679444,0.0002202608,0.0001896687],"domain_scores_gemma":[0.9988291,0.0001970503,0.0003651079,0.0001366626,0.0001659985,0.000306132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005159111,0.0003252002,0.1647632,0.0006962251,0.0003013209,0.05889964,0.002149597,0.001164804,0.01838806,0.003496946,0.01543548,0.7338636],"study_design_scores_gemma":[0.00009010576,0.001648876,0.09368201,0.0004200271,0.0001899057,0.8253917,0.002139583,0.001274163,0.004630166,0.001610499,0.06883186,0.00009112008],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871156,0.02765697,0.02333837,0.002088775,0.001518246,0.0001207471,0.0003980656,0.0006881845,0.07303456],"genre_scores_gemma":[0.9715196,0.006975748,0.01067879,0.000899212,0.0009521213,0.00005599152,0.0004370408,0.0001338914,0.00834771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078224,"threshold_uncertainty_score":0.03607017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161787115273109,"score_gpt":0.2426153331320822,"score_spread":0.2264366216047713,"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."}}