{"id":"W2883105357","doi":"10.1177/1203475418791114","title":"An Investigation of Comorbid Disease and Health Service Utilization Among Patients With Moderate to Severe Psoriasis in Newfoundland and Labrador","year":2018,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Psoriasis; Psoriatic arthritis; Comorbidity; Disease; Population; Incidence (geometry); Depression (economics); Inflammatory bowel disease; Internal medicine; Retrospective cohort study; Intensive care medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574074,0.0001223593,0.0002673824,0.0007750449,0.000829209,0.0005936238,0.0003331285,0.0002685801,0.001342224],"category_scores_gemma":[0.001172158,0.0001913107,0.0003526983,0.001293227,0.000265377,0.0003171052,0.0004098707,0.0003999993,0.0001211947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298916,"about_ca_system_score_gemma":0.001664667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5066872,"about_ca_topic_score_gemma":0.6787798,"domain_scores_codex":[0.9995659,0.00007431358,0.0000503195,0.00005911498,0.0000856179,0.0001647491],"domain_scores_gemma":[0.9988674,0.0001437268,0.0005249926,0.00003741143,0.000175048,0.000251408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002017448,0.00002731713,0.9991679,0.000004231725,0.00001251418,0.0000261944,0.00007630078,0.00001200317,0.00005267444,0.000005588125,0.00009489358,0.0005000701],"study_design_scores_gemma":[0.000001186689,0.00002005636,0.9995508,0.000002795217,0.000005115344,0.00004123327,0.0002692976,0.00003461035,0.000008241755,0.000001152979,0.00006450992,0.000001041612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988797,0.0001450884,0.00001643879,0.00006853013,0.000001911907,0.000007074337,0.0004483683,0.000001180317,0.0004318101],"genre_scores_gemma":[0.9993717,0.00008887993,0.00003645886,0.00005517527,0.000003861795,0.000006981546,0.000305857,6.625511e-7,0.0001305918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4933128,"threshold_uncertainty_score":0.9924361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203591506727775,"score_gpt":0.2643874977279065,"score_spread":0.2323515826606288,"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."}}