{"id":"W1964237140","doi":"10.1016/j.msard.2012.08.004","title":"Substantial burden of dizziness in multiple sclerosis","year":2012,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Interquartile range; Confidence interval; Odds ratio; Quality of life (healthcare); Physical therapy; Multiple sclerosis; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002941757,0.0003225341,0.0004140667,0.0002646332,0.000246705,0.00003887624,0.000274387,0.0002568804,0.0001117547],"category_scores_gemma":[0.0007463057,0.0002952535,0.0001453241,0.0007918697,0.0004884932,0.00049743,0.0001261253,0.0003269818,0.00004006051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002936756,"about_ca_system_score_gemma":0.00002571218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006471672,"about_ca_topic_score_gemma":0.0001866242,"domain_scores_codex":[0.9976221,0.0002033039,0.0005864472,0.0005188725,0.0003555375,0.0007136978],"domain_scores_gemma":[0.9988423,0.0003845127,0.0002124807,0.0003222566,0.00002828655,0.0002101399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002130831,0.0009338381,0.3063423,0.00008552669,0.00003499896,0.000001870441,0.004856269,0.008049707,0.6518279,0.0002773202,0.0002174321,0.02715973],"study_design_scores_gemma":[0.01753346,0.0002860505,0.8255183,0.0008111746,0.0001303752,0.00001181837,0.004284588,0.03292751,0.1128801,0.0004826644,0.003283259,0.001850694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99586,0.001493316,0.0001286735,0.000265209,0.0008901461,0.0004394704,0.0000445921,0.00009216647,0.0007863895],"genre_scores_gemma":[0.9971629,0.002448219,0.00009796024,0.0000570245,0.00006415308,0.00003382939,0.00001155814,0.00005271761,0.00007166748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5389478,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611344163085638,"score_gpt":0.2295810488144897,"score_spread":0.1834676071836334,"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."}}