{"id":"W4380149473","doi":"10.1016/j.jval.2023.03.1261","title":"HPR114 Formulary Management of Biologics in Plaque Psoriasis in Canada","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Biosimilar; Formulary; Plaque psoriasis; Medicine; Psoriasis; Dermatology; Intensive care medicine; Family medicine; Internal medicine","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":[0.0009185978,0.0001748528,0.0002964197,0.001030204,0.002929413,0.002176427,0.001262486,0.0006915184,0.004405842],"category_scores_gemma":[0.003196341,0.0002542647,0.0004813782,0.001923545,0.0007903667,0.0003305493,0.0007296202,0.001647673,0.0003075032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07878049,"about_ca_system_score_gemma":0.1352075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882835,"about_ca_topic_score_gemma":0.9933868,"domain_scores_codex":[0.9980806,0.0001780712,0.00007975374,0.0001412923,0.0009924463,0.0005279551],"domain_scores_gemma":[0.9957079,0.0002965883,0.0005348104,0.00004814579,0.001717833,0.001694725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001929482,0.001451242,0.4626264,0.0009693555,0.0002052762,0.00506941,0.003834803,0.002209922,0.007780828,0.01395634,0.07249974,0.4274671],"study_design_scores_gemma":[0.0003664558,0.0006844688,0.8584849,0.0008276752,0.0001838876,0.002764883,0.00639896,0.002955907,0.001845711,0.0007478595,0.1246484,0.0000908243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881074,0.01678506,0.001097008,0.03312002,0.0003048822,0.000452853,0.003319664,0.0001666444,0.05664642],"genre_scores_gemma":[0.9726448,0.006063197,0.001692046,0.004120601,0.000102381,0.00005676681,0.0007731615,0.00005827356,0.01448878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07878049,"threshold_uncertainty_score":0.5715951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05714793715616513,"score_gpt":0.3078940492575455,"score_spread":0.2507461121013804,"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."}}