{"id":"W4382068884","doi":"10.1177/20503121231178047","title":"Multiple sclerosis and lower urinary tract symptoms: A survey of prevalence, characteristic and urological evaluations","year":2023,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Multiple sclerosis; Urinary system; Lower urinary tract symptoms; Disease; Neurology; Cross-sectional study; Internal medicine; Urine; Referral; Pathology; Family 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003110541,0.0002074345,0.0007193974,0.0002328971,0.0001704998,0.00002466714,0.0002097965,0.00009189128,0.000645191],"category_scores_gemma":[0.009357354,0.0001437366,0.00003282908,0.0006495108,0.000807935,0.0001435812,0.0005713102,0.0002580897,0.00002170972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002716686,"about_ca_system_score_gemma":0.00007779943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794908,"about_ca_topic_score_gemma":0.00003675973,"domain_scores_codex":[0.997667,0.0003675406,0.0004859247,0.0004903879,0.0006275132,0.0003616103],"domain_scores_gemma":[0.9970111,0.001916608,0.0001296212,0.0003940053,0.0002671743,0.0002814935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041201,0.0006134435,0.9281608,0.0005832529,0.0001819043,0.0001151485,0.0009726255,8.470645e-7,0.02058899,0.000005807864,0.001878752,0.04585722],"study_design_scores_gemma":[0.004451287,0.002617686,0.9896776,0.001078562,0.0001392246,0.00005356099,0.0001582121,0.001316373,0.00004334667,0.00001506856,0.0003293003,0.0001197511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928426,0.00177411,0.00002078319,0.002675453,0.00009457635,0.001635863,0.0001772402,0.00004806491,0.000731369],"genre_scores_gemma":[0.9879152,0.01012045,0.0001067588,0.0001912657,0.00008215147,0.0001599072,0.0001203156,0.00002267699,0.001281259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06151683,"threshold_uncertainty_score":0.9989873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858845963378547,"score_gpt":0.3975780685337594,"score_spread":0.2116934721959047,"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."}}