{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005948442,0.0004450932,0.000501444,0.000190864,0.0002466823,0.0001135016,0.0004042097,0.0003094688,0.0001401475],"category_scores_gemma":[0.00007144378,0.0002630979,0.0001111269,0.0005050691,0.0003060875,0.000167559,0.00005192315,0.000427617,0.0001316854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007992856,"about_ca_system_score_gemma":0.0001004732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478616,"about_ca_topic_score_gemma":0.001552096,"domain_scores_codex":[0.9967548,0.001304985,0.0005324709,0.0007528667,0.0001034827,0.0005513892],"domain_scores_gemma":[0.9975696,0.001503661,0.0001523588,0.0006804458,0.00004466766,0.00004928381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05640659,0.001051717,0.7505088,0.00004885488,0.002980891,0.0009121043,0.01565743,0.00001149943,0.003561622,0.001406406,0.07009536,0.09735877],"study_design_scores_gemma":[0.009603758,0.0001995917,0.8819885,0.0001687042,0.0001267517,0.0000384081,0.001128114,0.000001214308,0.005361722,0.0003559221,0.1005809,0.0004463721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880596,0.00256932,0.000001143023,0.006177181,0.001242751,0.0005321894,0.0007047251,0.0002258275,0.0004871985],"genre_scores_gemma":[0.9944319,0.001271642,0.00008230246,0.0001732727,0.00007094647,0.00008511858,0.0005626013,0.00003820214,0.003284015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314798,"threshold_uncertainty_score":0.9999821,"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."}}