{"id":"W4402104221","doi":"10.1016/j.jaad.2024.07.1168","title":"53838 Real-world drug survival of risankizumab at a tertiary care psoriasis clinic in Toronto, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Tertiary care; Psoriasis; Drug; Family medicine; Dermatology; Pharmacology","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":[0.0003601045,0.0002919952,0.0005400929,0.0006014136,0.003183715,0.002082132,0.001130799,0.0009065489,0.006199647],"category_scores_gemma":[0.001898172,0.0004266684,0.0005040017,0.001581826,0.0007561261,0.0005135121,0.0008806675,0.00168843,0.0007520194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04195393,"about_ca_system_score_gemma":0.03524113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9666868,"about_ca_topic_score_gemma":0.9821003,"domain_scores_codex":[0.9984047,0.0001419219,0.00009067165,0.0001857329,0.0004108382,0.0007661756],"domain_scores_gemma":[0.9954839,0.0002387297,0.000666936,0.00007769229,0.001323924,0.002208934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100207,0.0002670125,0.970808,0.0001286451,0.000119819,0.003462293,0.001634852,0.0004323304,0.0006146171,0.0002801576,0.01181998,0.01002217],"study_design_scores_gemma":[0.00005177,0.0002202487,0.9889345,0.000108762,0.00006812491,0.0008939493,0.004326911,0.0008254763,0.0001428767,0.00005208813,0.004328236,0.00004709326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751698,0.001386839,0.0002330666,0.005075065,0.0001087949,0.0001601273,0.006741793,0.00005430976,0.01107023],"genre_scores_gemma":[0.9940518,0.0004549689,0.0002023104,0.0010285,0.00006924301,0.00002079157,0.001287226,0.00001810214,0.002867134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9666868,"threshold_uncertainty_score":0.3043985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150235615120707,"score_gpt":0.287984639424772,"score_spread":0.2764822832735649,"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."}}