{"id":"W4283211794","doi":"10.1227/ons.0000000000000265","title":"In Reply: Position of Retrosigmoid Craniotomy in Hearing Preservation Surgery for Vestibular Schwannoma","year":2022,"lang":"en","type":"letter","venue":"Operative Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Cerebellopontine angle; Medicine; Craniotomy; Neurotology; Schwannoma; Auditory canal; Surgery; Translabyrinthine approach; Temporal bone; Radiology; Magnetic resonance imaging; Otorhinolaryngology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001399504,0.0004030979,0.00126191,0.00146834,0.0001062394,0.00006016167,0.0001511704,0.0002901981,0.0002609989],"category_scores_gemma":[0.0009625514,0.0004351242,0.0002576737,0.0008900192,0.00007085474,0.0004592876,0.0001490852,0.001363084,0.000003124457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218349,"about_ca_system_score_gemma":0.0003643936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203676,"about_ca_topic_score_gemma":0.000003687628,"domain_scores_codex":[0.9961271,0.0005168386,0.001289563,0.0008841503,0.0006565672,0.0005257453],"domain_scores_gemma":[0.9976959,0.001021454,0.0004125876,0.0006403938,0.0001734246,0.00005629842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009860909,0.0002014068,0.03450939,0.001757953,0.00007739951,0.01260946,0.0003172313,0.0002849945,0.0124255,0.00008256849,0.9366652,0.00008277405],"study_design_scores_gemma":[0.003155944,0.001906596,0.08320012,0.002763053,0.0002251736,0.0006177808,0.0001330354,0.004372584,0.007366093,0.0003141348,0.8945325,0.001412994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317663,0.0002201153,0.000156576,0.2627512,0.001163918,0.003045088,0.0001137786,0.00005689554,0.0007261012],"genre_scores_gemma":[0.5425109,0.00007597267,0.001325213,0.4306028,0.002559846,0.003737686,0.005323763,0.0004323913,0.01343143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1892555,"threshold_uncertainty_score":0.99981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219064951712159,"score_gpt":0.2998944353252017,"score_spread":0.2477037858080801,"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."}}