{"id":"W4284678993","doi":"10.2147/prom.s370287","title":"Patients’ Experiences with Management of Benign Paroxysmal Positional Vertigo: Insights from the Vestibular Disorders Association Registry","year":2022,"lang":"en","type":"article","venue":"Patient Related Outcome Measures","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Benign paroxysmal positional vertigo; Patient registry; Psychological intervention; Pediatrics; Vertigo; Vestibular disorders; Physical therapy; Surgery; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001275626,0.0002181629,0.0002141593,0.00006511581,0.0007511981,0.00003895112,0.0004622313,0.00006021046,0.0001077542],"category_scores_gemma":[0.0001411014,0.0001557783,0.00008565697,0.0004758923,0.0001530766,0.0001561905,0.0001584939,0.0003450387,0.00001183749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905847,"about_ca_system_score_gemma":0.00003888874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009613126,"about_ca_topic_score_gemma":0.00001312711,"domain_scores_codex":[0.9966081,0.0004960694,0.0004827779,0.0004715794,0.001667188,0.0002742238],"domain_scores_gemma":[0.9987572,0.000249115,0.0005049447,0.0003679246,0.00005515621,0.00006560385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004026645,0.001268334,0.9067772,0.0000322101,0.0002850963,0.00003866516,0.01876384,0.0653733,0.001160964,0.001962844,0.00196346,0.001971428],"study_design_scores_gemma":[0.01326362,0.006400797,0.822292,0.0004363957,0.001098742,0.00001623231,0.07310992,0.003309865,0.01759811,0.009153367,0.05009253,0.003228378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996518,0.0002079496,0.0001304453,0.0004852934,0.0007574346,0.0005042111,0.00007144548,0.00006465875,0.001260589],"genre_scores_gemma":[0.9991919,0.00001233414,0.00006341024,0.0003115902,0.0000154579,0.0002006614,0.00008176575,0.00002192519,0.0001009553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08448514,"threshold_uncertainty_score":0.6352454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119399900094901,"score_gpt":0.2056731086923817,"score_spread":0.1937331186828916,"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."}}