{"id":"W2083791370","doi":"10.2310/7070.2001.20115","title":"Hearing Preservation in Acoustic Neuroma Surgery","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Electrocochleography; Acoustic neuroma; Audiology; Auditory brainstem response; Neuroma; Audiometry; Surgery; Hearing loss","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005050568,0.000206405,0.0001646884,0.0006219714,0.0005289133,0.0004812163,0.000316528,0.0003498621,0.001471727],"category_scores_gemma":[0.002221101,0.00007326972,0.0001502467,0.0005754283,0.0006520983,0.0004841866,0.0004635113,0.0004209775,0.0004009427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004154506,"about_ca_system_score_gemma":0.0006964261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168277,"about_ca_topic_score_gemma":0.003328171,"domain_scores_codex":[0.9997379,0.00006983342,0.00004213099,0.00001726892,0.00008333944,0.00004952928],"domain_scores_gemma":[0.9994677,0.0001972268,0.0001797945,0.00002082122,0.0000384374,0.00009598841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003059451,0.00009223218,0.06169041,0.001377718,0.00005904109,0.03218522,0.00170298,0.0005386159,0.004112986,0.001289047,0.006796933,0.8898488],"study_design_scores_gemma":[0.000064022,0.002632705,0.1870953,0.001568052,0.0001793342,0.6377351,0.004669241,0.0004483529,0.005482235,0.003618891,0.1564243,0.00008251959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4091222,0.5494095,0.003593678,0.009847105,0.0009690053,0.00002445362,0.00006857402,0.0001025244,0.02686299],"genre_scores_gemma":[0.8405895,0.1540118,0.00107298,0.0009628543,0.001149661,0.00001020834,0.00004414505,0.00001567076,0.002143201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001471727,"threshold_uncertainty_score":0.004923403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230884709389169,"score_gpt":0.2826827345625567,"score_spread":0.230373887468665,"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."}}