{"id":"W4206528248","doi":"10.7759/cureus.21418","title":"Sudden Sensorineural Hearing Loss and Why It’s an Emergency","year":2022,"lang":"en","type":"review","venue":"Cureus","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audiology; Hearing loss; Primary care; Sudden Hearing Loss; Emergency department; Sensorineural hearing loss; Conductive hearing loss; Medical emergency; Family medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684959,0.0004728105,0.0008612297,0.001470982,0.0003667846,0.0009596422,0.0005681954,0.001423402,0.002227256],"category_scores_gemma":[0.001780918,0.0001877915,0.0004940437,0.001040609,0.0004869597,0.00139169,0.0004179546,0.001661289,0.0009161046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461309,"about_ca_system_score_gemma":0.001753439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326131,"about_ca_topic_score_gemma":0.005053655,"domain_scores_codex":[0.9997535,0.00004185132,0.0000557242,0.0000369541,0.00008719655,0.00002461826],"domain_scores_gemma":[0.9993412,0.0003509459,0.00009224658,0.00001080668,0.0001624487,0.00004232549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006157142,0.00003268667,0.0005685593,0.0212491,0.0001015202,0.000875757,0.0001519635,0.0002364834,0.0005175014,0.002783849,0.07874207,0.894679],"study_design_scores_gemma":[0.00002739443,0.0000866846,0.003785033,0.02694859,0.000238901,0.01313144,0.0003615553,0.0001498773,0.0002827763,0.003702257,0.9512374,0.00004813322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001016574,0.9975746,0.00004490031,0.001043326,0.0005335734,0.000002350935,0.00001105505,0.000004809106,0.0006835962],"genre_scores_gemma":[0.0009944821,0.9975162,0.00008287793,0.0006815894,0.000461025,0.000002798315,0.00002155795,0.000001481289,0.0002379755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002326131,"threshold_uncertainty_score":0.007450879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2097988611928826,"score_gpt":0.3860470956921881,"score_spread":0.1762482344993055,"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."}}