{"id":"W4388224263","doi":"10.51731/cjht.2023.773","title":"Roflumilast (Zoryve)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roflumilast; Reimbursement; Intertriginous; Medicine; Psoriasis; Plaque psoriasis; Family medicine; Dermatology; Internal medicine; Political science; COPD; Health care; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004153215,0.0003539547,0.0004659765,0.001009614,0.0002804098,0.0007452058,0.0006022826,0.0007411046,0.02414774],"category_scores_gemma":[0.0004799539,0.0001182216,0.0005852719,0.0005282225,0.0003114847,0.000538282,0.0003666446,0.0008139597,0.007069634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003429,"about_ca_system_score_gemma":0.0008507627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00956658,"about_ca_topic_score_gemma":0.02152119,"domain_scores_codex":[0.9997019,0.00005166928,0.0000290258,0.00005827873,0.0001102055,0.00004878546],"domain_scores_gemma":[0.9998423,0.00003327682,0.00004908531,0.000008096045,0.00004772917,0.00001957139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008567353,0.0001073718,0.0003156664,0.004644564,0.00008362041,0.0003225777,0.00004508987,0.0001317531,0.01759124,0.002268367,0.07386756,0.8997655],"study_design_scores_gemma":[0.0005938864,0.001466038,0.003915828,0.001461371,0.0001725466,0.002614831,0.00005982515,0.0001621117,0.01274567,0.0004747612,0.9763,0.00003317137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01607746,0.8348746,0.002809263,0.006561181,0.00168845,0.0003838529,0.002847838,0.0009808869,0.1337764],"genre_scores_gemma":[0.2026189,0.6034945,0.006686884,0.01006856,0.0009869332,0.000425863,0.005785766,0.000137064,0.1697955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02414774,"threshold_uncertainty_score":0.08078229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316320951458392,"score_gpt":0.2601927847880524,"score_spread":0.2285606896422132,"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."}}