{"id":"W4405652357","doi":"10.1155/dth/8724445","title":"Real‐World Guselkumab Response and Drug Survival in Australian Patients With Psoriasis: Results From the Australasian Psoriasis Registry","year":2024,"lang":"en","type":"article","venue":"Dermatologic Therapy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; LEO Pharma; Argenx; Amryt Pharma; Incyte; Dermira; Genentech; Valeant Pharmaceuticals International; UCB Pharma; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Celgene; Galderma; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; GlaxoSmithKline; Amgen","keywords":"Medicine; Psoriasis; Dermatology; Drug; Plaque psoriasis; Complete response; Dermatologic agents; Internal medicine; Pharmacology; Chemotherapy; Antibiotics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00431393,0.0001439161,0.0004005767,0.0007718583,0.0002430706,0.00068082,0.0004194219,0.0003016623,0.001041334],"category_scores_gemma":[0.007777688,0.0002299623,0.0004466684,0.001547413,0.0003130068,0.0006013073,0.0009013123,0.000536144,0.0002635638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006690587,"about_ca_system_score_gemma":0.0006075896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009702784,"about_ca_topic_score_gemma":0.01013768,"domain_scores_codex":[0.9969832,0.001574598,0.0003339167,0.0003418227,0.0006395028,0.000126789],"domain_scores_gemma":[0.9901612,0.001732813,0.005830054,0.0008144469,0.000925556,0.0005359418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037495,0.0001414183,0.9873894,0.0001400601,0.0002075016,0.00007128901,0.0004918932,0.0003042226,0.0003134486,0.00005482259,0.0006558405,0.009192572],"study_design_scores_gemma":[0.00007519211,0.0002696161,0.9979138,0.00001847555,0.00006094959,0.0001859153,0.000141173,0.0004793394,0.00007262814,0.00002305477,0.0007512069,0.00000854876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974993,0.000437478,0.000137722,0.0001076496,0.000004311281,0.0000357175,0.001017166,0.000007215489,0.0007535991],"genre_scores_gemma":[0.9980259,0.0002789577,0.000202412,0.00006391227,0.000009128702,0.00004765327,0.001177481,0.000003227263,0.0001912717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009702784,"threshold_uncertainty_score":0.02281451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931454918454005,"score_gpt":0.2502603507400802,"score_spread":0.2309458015555402,"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."}}