{"id":"W3167277923","doi":"10.1515/dx-2020-0124","title":"Stroke hospitalization after misdiagnosis of “benign dizziness” is lower in specialty care than general practice: a population-based cohort analysis of missed stroke using SPADE methods","year":2021,"lang":"en","type":"article","venue":"Diagnosis","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Specialty; Stroke (engine); Cohort; Population; Neurology; Retrospective cohort study; Emergency department; Relative risk; Otorhinolaryngology; Emergency medicine; Cohort study; Vertigo; Benign paroxysmal positional vertigo; Pediatrics; Confidence interval; Internal medicine; Surgery; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002818075,0.0002624179,0.0006759452,0.0005991241,0.00007951279,0.00005597392,0.0002049274,0.0001620744,0.0004664688],"category_scores_gemma":[0.003129814,0.0002873032,0.000404045,0.002288171,0.00008107934,0.0003262335,0.00005581484,0.0001367242,0.000001451643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484803,"about_ca_system_score_gemma":0.000193947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623285,"about_ca_topic_score_gemma":0.0007915219,"domain_scores_codex":[0.9969714,0.0007227435,0.0006875807,0.0006862693,0.0006257236,0.0003062513],"domain_scores_gemma":[0.9974509,0.001075366,0.0004854417,0.0005348498,0.0003548457,0.00009861949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006430165,0.0005571647,0.9227716,0.00005984975,0.0001576769,0.0000421009,0.0006023332,0.06082555,0.01417879,0.00001706604,0.00006582422,0.0006577041],"study_design_scores_gemma":[0.0004841291,0.00005877677,0.6376485,0.00007668407,0.001239469,5.525668e-7,0.0003877235,0.01583404,0.3436946,0.000009121753,0.0002940068,0.0002723904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917532,0.000447939,0.005929384,0.0003330632,0.0004138911,0.0003567868,0.0006574556,0.00002096759,0.00008733695],"genre_scores_gemma":[0.987765,0.0001974874,0.01098205,0.0006711517,0.00008199404,0.0001144746,0.0001299393,0.000035462,0.0000224308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295158,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345630273275242,"score_gpt":0.3442798298406046,"score_spread":0.3208235271078522,"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."}}