{"id":"W4281872990","doi":"10.51731/cjht.2022.346","title":"Bimekizumab (Bimzelx)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Plaque psoriasis; Family medicine; Psoriasis; Intensive care medicine; Dermatology; Political science; Health care","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":[0.0006382345,0.0004587754,0.0003653186,0.0007791203,0.0002952737,0.0007734977,0.0006234887,0.0008083454,0.02377604],"category_scores_gemma":[0.0006589549,0.0001207042,0.0005182242,0.0003810236,0.0002808189,0.000517976,0.000589379,0.0008942952,0.008887793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145849,"about_ca_system_score_gemma":0.001346689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190183,"about_ca_topic_score_gemma":0.007449631,"domain_scores_codex":[0.9996251,0.00005970377,0.00002928428,0.00005392963,0.000169938,0.00006197419],"domain_scores_gemma":[0.9997788,0.0000348366,0.00006034853,0.000009637567,0.00007032972,0.0000461565],"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":[0.0004875711,0.0001412263,0.000440281,0.002391263,0.00006050709,0.0001785829,0.00002878098,0.0002357733,0.008752855,0.003977774,0.1322453,0.8510601],"study_design_scores_gemma":[0.0002472459,0.0006963289,0.001770172,0.0007104647,0.00005859722,0.001027715,0.00002331626,0.000150976,0.007537279,0.0006303608,0.9871338,0.00001372921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01341082,0.7338184,0.005310545,0.01229659,0.005945845,0.000529275,0.003445571,0.000970943,0.2242721],"genre_scores_gemma":[0.1794829,0.4942191,0.01310834,0.02602094,0.003373443,0.0006108176,0.00845537,0.000133334,0.2745958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02377604,"threshold_uncertainty_score":0.07953882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498286681455437,"score_gpt":0.2431956799276807,"score_spread":0.2182128131131264,"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."}}