{"id":"W3137718344","doi":"10.1111/dth.14944","title":"Investigation of prevalence of biologic use and discontinuation rates in moderate‐to‐severe psoriasis patients in Newfoundland and Labrador using real‐world data","year":2021,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Discontinuation; Medicine; Psoriasis; Adverse effect; Retrospective cohort study; Internal medicine; Cohort; Pediatrics; 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":[0.004212905,0.000260029,0.0008031727,0.002471618,0.0005959331,0.001048219,0.0008364138,0.0004593839,0.001193724],"category_scores_gemma":[0.00970042,0.0003664571,0.00202294,0.004748852,0.0003869628,0.0005993108,0.0005036363,0.0007573896,0.00009778867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004849877,"about_ca_system_score_gemma":0.003017531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4464432,"about_ca_topic_score_gemma":0.6248301,"domain_scores_codex":[0.995598,0.00117128,0.0008857231,0.001047253,0.0008125937,0.0004850572],"domain_scores_gemma":[0.9824679,0.00427231,0.0103592,0.0009152251,0.001553209,0.0004320575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195605,0.00001034226,0.9960316,0.0001428614,0.0009708682,0.00002244609,0.00005467898,0.000131253,0.000036686,0.00002643019,0.0005827924,0.001870439],"study_design_scores_gemma":[0.00002141881,0.00003331519,0.9972875,0.0001060546,0.0006973238,0.0001164146,0.0001669231,0.0004122968,0.00006221391,0.00001654491,0.0010691,0.00001082239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601471,0.01327834,0.000746763,0.0006284226,0.00003236242,0.0000698659,0.02368058,0.00002906498,0.001387419],"genre_scores_gemma":[0.9911826,0.001691808,0.0004516542,0.000218547,0.00002023952,0.00007809554,0.006088971,0.000008101665,0.0002600994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5535568,"threshold_uncertainty_score":0.8876892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08056164782187028,"score_gpt":0.2902843453685043,"score_spread":0.209722697546634,"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."}}