{"id":"W3143775625","doi":"10.1007/s40257-021-00598-4","title":"Drug Survival of IL-12/23, IL-17 and IL-23 Inhibitors for Psoriasis Treatment: A Retrospective Multi-Country, Multicentric Cohort Study","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Probity Medical Research; Hamilton Health Sciences; University of Toronto; Lynde Centre for Dermatology; McMaster University","funders":"","keywords":"Medicine; Secukinumab; Ixekizumab; Ustekinumab; Psoriatic arthritis; Internal medicine; Retrospective cohort study; Psoriasis; Hazard ratio; Proportional hazards model; Oncology; Dermatology; Adalimumab; Confidence interval; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007719351,0.0004234491,0.0006575938,0.0006090698,0.0007172378,0.001180873,0.0004103117,0.0006562099,0.001878812],"category_scores_gemma":[0.001358296,0.0006021765,0.001200895,0.001402794,0.0003522022,0.0007496483,0.000503959,0.0009435032,0.00037752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452933,"about_ca_system_score_gemma":0.0004553732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146996,"about_ca_topic_score_gemma":0.003703931,"domain_scores_codex":[0.9992115,0.0001836105,0.00006722323,0.0002983868,0.00007190896,0.0001673354],"domain_scores_gemma":[0.9986516,0.000170075,0.0005354127,0.000253978,0.0001553355,0.0002336412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001439203,0.00009819696,0.9959736,0.00001494098,0.0004285833,0.0002049155,0.0001109521,0.00005334744,0.0004677345,0.00003023628,0.0001428052,0.001035456],"study_design_scores_gemma":[0.00005867113,0.0004569541,0.9977157,0.000006751386,0.0002814485,0.0005535521,0.0003203923,0.0001540313,0.00008256228,0.00002621229,0.0003311792,0.00001252685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989065,0.0003135604,0.00008663367,0.0000203734,0.000006697976,0.000007678572,0.0004710681,0.000002267243,0.0001853217],"genre_scores_gemma":[0.9990789,0.0001365456,0.00005773722,0.00003153945,0.000008932546,0.0000101326,0.0004958044,0.000003548042,0.0001768947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004146996,"threshold_uncertainty_score":0.008245707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836232267253615,"score_gpt":0.3267116724235151,"score_spread":0.2983493497509789,"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."}}