{"id":"W4401723013","doi":"10.1002/lio2.70004","title":"Predictors of computed tomography imaging in patients presenting with sudden hearing loss","year":2024,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Neurotology; Emergency department; Radiology; Vertigo; Retrospective cohort study; Presentation (obstetrics); Surgery; Internal medicine","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":[0.0004022275,0.0002481749,0.0002555709,0.001129331,0.0003764855,0.0007716056,0.0003817558,0.000410543,0.003055607],"category_scores_gemma":[0.005764511,0.0002486612,0.0002599623,0.001133725,0.0003722516,0.000545089,0.0004572627,0.0006644109,0.0002590026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339584,"about_ca_system_score_gemma":0.0005057583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427531,"about_ca_topic_score_gemma":0.002209892,"domain_scores_codex":[0.9995092,0.0001042394,0.00008686171,0.00005235217,0.000136269,0.0001110261],"domain_scores_gemma":[0.9949067,0.001446077,0.002562507,0.00009024254,0.0003575018,0.00063695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002594484,0.00001123028,0.9989134,0.000004389772,0.000004234493,0.0005504625,0.00002139099,0.00001937649,0.0000922443,0.000004176592,0.00004808551,0.0003050017],"study_design_scores_gemma":[0.000006554194,0.0001072179,0.9909191,0.00002311856,0.00001553988,0.007719588,0.0004523341,0.0004644499,0.0001416329,0.00001532208,0.0001308298,0.000004315375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998847,0.000387725,0.00006106346,0.000109401,0.000009365207,0.000007901269,0.00009708744,0.000005695006,0.0004746948],"genre_scores_gemma":[0.9996952,0.0001268874,0.0000447365,0.0000205266,0.0000149157,0.000003009676,0.00006820748,0.000001168631,0.0000254051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003055607,"threshold_uncertainty_score":0.01022202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371805466992652,"score_gpt":0.2376559902483181,"score_spread":0.2239379355783916,"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."}}