{"id":"W4294988635","doi":"10.3390/app12178879","title":"Wideband Tympanometry in Adults with Severe to Profound Hearing Loss with and without Cochlear Implants","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tympanometry; Audiology; Medicine; Sensorineural hearing loss; Cochlear implantation; Hearing loss; Cochlear implant; Audiometry","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":[0.0005206567,0.0006899103,0.0005205832,0.001102601,0.0003233859,0.0003958407,0.0001881573,0.0005074689,0.0007321174],"category_scores_gemma":[0.00330471,0.0003083049,0.0003261524,0.0004467457,0.0003624786,0.0005309858,0.0006398722,0.0003139754,0.0001974558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364039,"about_ca_system_score_gemma":0.0001851678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008895535,"about_ca_topic_score_gemma":0.001328936,"domain_scores_codex":[0.9994845,0.00007490147,0.000100009,0.0001346329,0.0001422469,0.00006364419],"domain_scores_gemma":[0.9988813,0.0002401838,0.0004454576,0.00007236937,0.000122704,0.0002380777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003974909,0.00005090319,0.9904208,0.00002978792,0.0000394162,0.001729298,0.0004167179,0.00004899787,0.003570099,0.0000101482,0.00005490673,0.003231472],"study_design_scores_gemma":[0.00001018271,0.0004759673,0.9932545,0.000005112949,0.00001926182,0.005550809,0.0003206466,0.00008883161,0.0001985775,0.00001207568,0.00005859022,0.000005421632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995894,0.0001255868,0.00008335146,0.000009750485,0.000005361599,0.000008073206,0.00004166101,0.000003479157,0.0001333962],"genre_scores_gemma":[0.999707,0.00005399313,0.0001048235,0.00001872981,0.000009844138,0.000007675226,0.00005524845,0.000001331463,0.00004126136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102601,"threshold_uncertainty_score":0.002753556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670386884535215,"score_gpt":0.2564649135637448,"score_spread":0.2397610447183927,"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."}}