{"id":"W4322628564","doi":"10.51731/cjht.2023.586","title":"Guselkumab (Tremfya)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Psoriatic arthritis; Antirheumatic drugs; Drug; Methotrexate; Family medicine; Rheumatoid arthritis; Antirheumatic Agents; Surgery; Pharmacology; Internal medicine; Health care; Political science","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":[0.0005551486,0.0002831792,0.0002813838,0.0007333398,0.0002255544,0.000623758,0.0004243375,0.0006587238,0.02276848],"category_scores_gemma":[0.0006343821,0.00008055707,0.000535674,0.0004552172,0.0003455374,0.000477227,0.0004038673,0.0007576355,0.00666435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118048,"about_ca_system_score_gemma":0.001307904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006833793,"about_ca_topic_score_gemma":0.02180824,"domain_scores_codex":[0.9997563,0.00005163308,0.0000206139,0.00003785191,0.00009570375,0.00003797806],"domain_scores_gemma":[0.9997718,0.00004448687,0.00006528379,0.000008381537,0.00006805234,0.00004203866],"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":[0.0007582228,0.00009929944,0.0004806858,0.004626753,0.0001051755,0.0002792517,0.00004299935,0.0001145822,0.006827482,0.003962247,0.1105124,0.872191],"study_design_scores_gemma":[0.0004176495,0.0008699347,0.004224368,0.00170567,0.0001433044,0.00153094,0.00004445518,0.0001034614,0.005141156,0.0006599395,0.9851394,0.00001964475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01552944,0.8105437,0.002025732,0.01030259,0.002031103,0.0002714946,0.002629047,0.0004938174,0.1561731],"genre_scores_gemma":[0.1837359,0.5972131,0.005893065,0.01800268,0.001089527,0.0002979668,0.005169237,0.00007734416,0.1885212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02276848,"threshold_uncertainty_score":0.07616812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467729251168331,"score_gpt":0.4164534900742946,"score_spread":0.2696805649574615,"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."}}