{"id":"W2591549758","doi":"10.1016/j.msard.2017.02.012","title":"Increased incidence and prevalence of psoriasis in multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University; University of British Columbia; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research; Dalhousie University; Multiple Sclerosis Society of Canada; Public Health Agency of Canada; Multiple Sclerosis Trust; Multiple Sclerosis Society; European Committee for Treatment and Research in Multiple Sclerosis; Crohn's and Colitis Canada; Dalhousie Medical Research Foundation; Multiple Sclerosis Scientific Research Foundation; U.S. Department of Veterans Affairs; Teva Pharmaceutical Industries; Sanofi; Public Health Agency; National Multiple Sclerosis Society; Michael Smith Health Research BC; Biogen","keywords":"Psoriasis; Medicine; Incidence (geometry); Population; Multiple sclerosis; Cohort; Demography; Medical prescription; Internal medicine; Dermatology; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003719963,0.000300177,0.000464351,0.0001787901,0.0006363897,0.00004378396,0.0003153049,0.0004292212,0.0001090554],"category_scores_gemma":[0.000582239,0.0002633656,0.0001116368,0.0001230563,0.0007519879,0.0002932182,0.0002194051,0.0002199578,0.00002394481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002409302,"about_ca_system_score_gemma":0.00003040508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623048,"about_ca_topic_score_gemma":0.001352085,"domain_scores_codex":[0.9983029,0.0001990074,0.0004745799,0.0005606164,0.00006683441,0.000396063],"domain_scores_gemma":[0.9986092,0.0003843182,0.0003494812,0.0005500519,0.00004671086,0.00006023466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003186668,0.0002460621,0.8170633,0.00009030737,0.0001727701,0.000001343407,0.0007893381,0.000008840253,0.0899011,0.00003770108,0.00004098594,0.09132961],"study_design_scores_gemma":[0.008133809,0.0001380149,0.9765164,0.0004364709,0.0001593705,0.000004664226,0.00027029,0.0001508824,0.01366316,0.0001257863,0.0001074427,0.0002936583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868855,0.01167346,0.000006006223,0.0001680406,0.00036696,0.000426153,0.000115149,0.00004222184,0.0003164507],"genre_scores_gemma":[0.9793849,0.02010442,0.0001314394,0.00001703053,0.000007724965,0.00005865606,0.00002874248,0.00002390887,0.0002431591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594532,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087932288826836,"score_gpt":0.225773401542506,"score_spread":0.1948940786542377,"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."}}