{"id":"W2317586164","doi":"10.1227/neu.0b013e31820777b1","title":"Hearing Preservation After Microsurgical Resection of Large Vestibular Schwannomas","year":2010,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Schwannoma; Vestibular system; Surgery; Hearing loss; Audiology; Tinnitus","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":[0.0002646501,0.000250083,0.0002491211,0.0004520062,0.000248443,0.0003436197,0.000183354,0.0001833743,0.000794286],"category_scores_gemma":[0.001856278,0.0001102132,0.0002310216,0.0002842037,0.0004132314,0.0003442839,0.0004246052,0.0002256273,0.0001517496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024418,"about_ca_system_score_gemma":0.0001821447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005648356,"about_ca_topic_score_gemma":0.001358136,"domain_scores_codex":[0.9998643,0.00001707033,0.00001838101,0.00002104895,0.00003163551,0.00004759672],"domain_scores_gemma":[0.9986734,0.0004312031,0.0004989044,0.00006168086,0.00004564744,0.000289143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003862703,0.0001374423,0.8362299,0.0002249893,0.0001492593,0.03500563,0.0007476039,0.001286997,0.03237573,0.00005358825,0.0006847532,0.08924138],"study_design_scores_gemma":[0.00004899541,0.001986999,0.9034458,0.00004442555,0.00008155764,0.08615179,0.0006559379,0.0007000564,0.006042264,0.0001226366,0.0006980121,0.00002169984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989613,0.0005877641,0.0001744688,0.0000186057,0.000005314966,0.000002795493,0.00002689273,0.00001449045,0.0002083275],"genre_scores_gemma":[0.9997483,0.0001042365,0.00004775564,0.000009099932,0.00000721155,0.000001688186,0.00004006755,0.000001859622,0.0000397047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000794286,"threshold_uncertainty_score":0.002657175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131336777905269,"score_gpt":0.2762604380762632,"score_spread":0.2549470702972105,"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."}}