{"id":"W3181628305","doi":"10.1016/j.jdin.2021.05.003","title":"Drug survival of guselkumab in patients with plaque psoriasis: A 2 year retrospective, multicenter study","year":2021,"lang":"en","type":"article","venue":"JAAD International","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Psoriasis; Plaque psoriasis; Clinical trial; Retrospective cohort study; Drug; Dermatology; Internal medicine; Secukinumab; Surgery; Pharmacology; Psoriatic arthritis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114649,0.0001261098,0.0002241373,0.0001124111,0.00002996043,0.000009696762,0.0001563246,0.00006565196,0.0008672802],"category_scores_gemma":[0.00005617426,0.0001057509,0.00005610829,0.0001231058,0.00003684737,0.00009177314,0.00006811109,0.0001126902,0.0000917001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009852379,"about_ca_system_score_gemma":0.00004644888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007906287,"about_ca_topic_score_gemma":0.0004662172,"domain_scores_codex":[0.9990785,0.00015623,0.0002454417,0.0002710955,0.0001040794,0.0001446795],"domain_scores_gemma":[0.9994055,0.00005759264,0.0001049053,0.0001776689,0.0002430486,0.00001127957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000993539,0.002317598,0.9935382,0.000002949118,0.000652192,0.00001327199,0.0009508972,0.000004142116,0.0003482153,0.0002871022,0.0002768496,0.0006150533],"study_design_scores_gemma":[0.01151734,0.0001785617,0.9825812,0.00002879325,0.00005055886,9.288935e-7,0.0007537616,0.000001367128,0.004073186,0.00002562359,0.0006835565,0.0001051348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959425,0.00006152511,0.000006911918,0.00006710755,0.001318095,0.0002096583,0.0001392783,0.00001643074,0.002238542],"genre_scores_gemma":[0.9971734,0.000009708802,0.00009615951,0.00001632946,0.00003517247,0.00002745321,0.0002626301,0.00001221171,0.002366882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095701,"threshold_uncertainty_score":0.949611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008285508891869377,"score_gpt":0.2291945705853914,"score_spread":0.2209090616935221,"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."}}