{"id":"W4309521284","doi":"10.22541/au.166908459.92478671/v1","title":"Vertigo And Dizziness Related Disorders: Clinical Spectrum and Management in A Clinic Based Otolaryngology Practice in an Urban Centre","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Vertigo; Medicine; Benign paroxysmal positional vertigo; Otorhinolaryngology; Observational study; Physical therapy; Tinnitus; Medical history; Population; Physical examination; Nausea; Pediatrics; Retrospective cohort study; Quality of life (healthcare); Surgery; Audiology; 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":[0.0002536214,0.0001710718,0.0002291407,0.0008311151,0.001276619,0.0007260743,0.0003603359,0.0004897268,0.002283904],"category_scores_gemma":[0.001090733,0.0003065749,0.0001667327,0.001156907,0.0005535466,0.0006493302,0.0007138345,0.0004182848,0.0002828182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008104031,"about_ca_system_score_gemma":0.001138226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113851,"about_ca_topic_score_gemma":0.02353812,"domain_scores_codex":[0.9995566,0.00007596845,0.00005197602,0.00007999525,0.00008907721,0.0001463661],"domain_scores_gemma":[0.9990631,0.0001285881,0.0003798318,0.00001852822,0.0000862219,0.0003238263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003035149,0.0001659592,0.9926952,0.00004246228,0.000009578075,0.003238065,0.001093092,0.00002039351,0.0002913422,0.00002739125,0.0003482614,0.002037965],"study_design_scores_gemma":[0.000009026183,0.0003045377,0.9839749,0.00004219871,0.00001290536,0.006737717,0.00828906,0.00008831226,0.00005479658,0.00003365283,0.0004429607,0.00001000435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989842,0.0002689474,0.00003213516,0.000176323,0.000006703239,0.00001624595,0.00006181267,0.000002450971,0.0004512446],"genre_scores_gemma":[0.9992866,0.0003068649,0.00005560689,0.0001143329,0.00001974545,0.00001000364,0.00005821242,8.96174e-7,0.000147845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113851,"threshold_uncertainty_score":0.02263767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267998065960224,"score_gpt":0.3362605992350599,"score_spread":0.3094607926390375,"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."}}