{"id":"W4361205476","doi":"10.51731/cjht.2023.608","title":"Formulary Management of Biologics in Plaque Psoriasis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ustekinumab; Biosimilar; Medicine; Formulary; Plaque psoriasis; Biologic Agents; Infliximab; Psoriasis; Family medicine; Tumor necrosis factor alpha; Internal medicine; Dermatology; 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":[0.001444077,0.0002322309,0.0004396028,0.0006547821,0.0006119192,0.001561794,0.0007339697,0.001479853,0.01267931],"category_scores_gemma":[0.003806027,0.0001371643,0.0005547823,0.0003549532,0.0005178262,0.001219854,0.001274753,0.001855392,0.004270533],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069532,"about_ca_system_score_gemma":0.0009659487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216578,"about_ca_topic_score_gemma":0.00276223,"domain_scores_codex":[0.9987981,0.0003474116,0.0001509423,0.00007446663,0.0005255478,0.0001034951],"domain_scores_gemma":[0.9988815,0.0002865843,0.0003134832,0.00007376986,0.0002954435,0.0001491554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000489491,0.0002246441,0.001268943,0.001257655,0.00004668972,0.00122694,0.0001945765,0.0002479813,0.003086101,0.008712541,0.1726175,0.810627],"study_design_scores_gemma":[0.0004046727,0.0006273446,0.002572905,0.001871829,0.000082168,0.004096774,0.0001609333,0.0005333603,0.002544458,0.005038023,0.9820447,0.0000227648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03285341,0.4952074,0.01594126,0.141414,0.01207559,0.000917366,0.0007346553,0.0008312344,0.300025],"genre_scores_gemma":[0.3494398,0.3823766,0.03972631,0.08252862,0.02051278,0.001020006,0.001982291,0.0003184448,0.1220952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9989305,"threshold_uncertainty_score":0.04241651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817312372920696,"score_gpt":0.3170277767699529,"score_spread":0.2688546530407459,"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."}}