{"id":"W4385662294","doi":"10.1097/mao.0000000000003967","title":"Hearing Rehabilitation in Patients With Neurofibromatosis Type 2: The Quebec's Experience With Auditory Implants","year":2023,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Neurofibromatosis type 2; Rehabilitation; Cochlear implant; Audiology; Cochlear nerve; Hearing loss; Population; Retrospective cohort study; Neurofibromatosis; Surgery; Physical therapy; Cochlea; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004734455,0.0002948028,0.0001865811,0.0003526164,0.0009222096,0.000660085,0.0004558177,0.0004746545,0.002222093],"category_scores_gemma":[0.00198916,0.000101344,0.0002120131,0.0008325601,0.0005829948,0.0002933141,0.0003186681,0.0002678003,0.0003032306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866562,"about_ca_system_score_gemma":0.003005604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3791779,"about_ca_topic_score_gemma":0.5894521,"domain_scores_codex":[0.9996402,0.00007205756,0.00002873916,0.00003116127,0.0001207831,0.0001070214],"domain_scores_gemma":[0.9992958,0.0001691486,0.0001496297,0.00002528495,0.0002011881,0.0001588814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003039493,0.0002431163,0.7265084,0.0004605734,0.00009974839,0.02506298,0.006556224,0.0009782304,0.004833602,0.0003093625,0.005747516,0.2288962],"study_design_scores_gemma":[0.00008365009,0.000856265,0.8949578,0.0004043521,0.00008031918,0.0736231,0.007217012,0.0008260044,0.0006520709,0.0001207826,0.02112413,0.0000545675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788241,0.01089235,0.0004772643,0.0009787674,0.00005515576,0.00003790633,0.0001161773,0.00002469804,0.008593541],"genre_scores_gemma":[0.9943073,0.003733458,0.0003803116,0.0003497005,0.00004686506,0.00001136682,0.00009065468,0.000007059908,0.001073338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6208221,"threshold_uncertainty_score":0.7539416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140494882027613,"score_gpt":0.2562286122288682,"score_spread":0.2421791240261069,"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."}}