{"id":"W4398137999","doi":"10.1017/s0022215124000781","title":"A Retrospective Comparative Chart Review of Hearing Recovery in Neural and Sensory Type Sudden Sensorineural Hearing Loss Patients","year":2024,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Audiology; Chart; Sensorineural hearing loss; Sensory system; Hearing loss; Medicine; Speech recognition; Psychology; Computer science; Neuroscience; Mathematics; Statistics","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":[0.0005403761,0.0002308683,0.0005067994,0.002137385,0.0005238271,0.0004405107,0.0003029584,0.0004063189,0.003161459],"category_scores_gemma":[0.002291462,0.0002920921,0.0003495229,0.001736056,0.0003829996,0.0005172508,0.0004071391,0.0002656709,0.0004900065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525669,"about_ca_system_score_gemma":0.0005183225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002620802,"about_ca_topic_score_gemma":0.002768574,"domain_scores_codex":[0.9992239,0.0001297309,0.0001697234,0.0002101779,0.0001503226,0.0001160113],"domain_scores_gemma":[0.997736,0.0006306362,0.000897131,0.0001202588,0.0003391489,0.0002768738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730259,0.0001695646,0.984615,0.0001829342,0.0000523153,0.006122149,0.0004934202,0.00003734077,0.0005543016,0.00004495496,0.0004693421,0.006885542],"study_design_scores_gemma":[0.00003596201,0.0009217036,0.9802142,0.00003602057,0.00004089598,0.01619276,0.001150424,0.00009112956,0.0002241307,0.00002356811,0.001051508,0.00001759422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997013,0.0009677974,0.0001333489,0.00002607977,0.00001463729,0.00009752284,0.001029938,0.000008542558,0.0007090781],"genre_scores_gemma":[0.9980605,0.0004296151,0.0001535712,0.00004490809,0.0000252931,0.00006383214,0.0009984063,0.000003799772,0.0002200157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003161459,"threshold_uncertainty_score":0.01057613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04501193553805841,"score_gpt":0.3138602611847141,"score_spread":0.2688483256466557,"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."}}