{"id":"W4224236679","doi":"10.1007/s13555-022-00722-0","title":"Use of Systemic Therapies for Treatment of Psoriasis in People Living with Controlled HIV: Inference-Based Guidance from a Multidisciplinary Expert Panel","year":2022,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Lynde Centre for Dermatology; University of Alberta; BC Children's Hospital; Toronto General Hospital; McMaster University; SKiN Health; Probity Medical Research; University of British Columbia; University Health Network; Ottawa Hospital; Dermatrials Research; University of Ottawa; Centre de Recherche Dermatologique du Québec Métropolitain; Innovaderm (Canada)","funders":"Janssen Canada; Sanofi Genzyme; Novartis Pharmaceuticals Canada; Gilead Sciences; LEO Pharma; Bausch Health; Astellas Pharma; Sanofi; Kyowa Hakko Kirin; Genentech; Coherus Biosciences; Pfizer; Incyte; Sun Pharma; Dermira; BC Children's Hospital; Regeneron Pharmaceuticals; Baxalta; Celgene; ViiV Healthcare; Amgen; Amgen Canada; Meiji Seika Pharma; Galderma; Eli Lilly and Company; Bristol-Myers Squibb; GlaxoSmithKline","keywords":"Psoriasis; Medicine; Population; Intensive care medicine; Life expectancy; Viral load; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008173811,0.0002075616,0.0008514091,0.0001447069,0.0001639669,0.000003837465,0.00009660673,0.000123979,0.00008276923],"category_scores_gemma":[0.00001534514,0.0001459453,0.0001178519,0.0001029677,0.0001246137,0.00005536239,0.00002024637,0.00004042343,8.018359e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002907988,"about_ca_system_score_gemma":0.00008524785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345233,"about_ca_topic_score_gemma":0.0001153653,"domain_scores_codex":[0.9986156,0.0005250357,0.0003712037,0.0002560606,0.00002996634,0.00020218],"domain_scores_gemma":[0.9975129,0.001960314,0.0002537012,0.0002190116,0.00004194201,0.00001211345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01483995,0.001437299,0.8511564,0.00003078566,0.00153712,0.00001364769,0.02545745,0.0001288904,0.09584318,0.0002238249,0.00001790465,0.00931351],"study_design_scores_gemma":[0.1693477,0.006612477,0.6440889,0.0004957676,0.0004774102,0.0003548538,0.02210293,0.001078157,0.1520014,0.0003418377,0.002015958,0.001082585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599043,0.03844959,0.0002626928,0.0001646232,0.0001441156,0.0007953182,0.0002548092,0.00002006177,0.000004530265],"genre_scores_gemma":[0.9956359,0.002560848,0.0002733157,0.00003797384,0.000006890711,0.00128709,0.00012973,0.00001493294,0.00005334866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070676,"threshold_uncertainty_score":0.5951475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170993901513721,"score_gpt":0.2617748255768252,"score_spread":0.220064886561688,"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."}}