{"id":"W4380184439","doi":"10.1016/j.jval.2023.03.2621","title":"HPR144 Coverage of Biologics for Rheumatoid Arthritis 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":"Medicine; Guideline; Rheumatoid arthritis; Antirheumatic drugs; Equity (law); Actuarial science; Antirheumatic Agents; Business; 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":[0.001184996,0.0001856343,0.0003606918,0.001710315,0.00132932,0.001670304,0.001013135,0.0008084009,0.008712867],"category_scores_gemma":[0.004601191,0.0002806928,0.0007081061,0.002501962,0.0006509651,0.0003028111,0.000574061,0.001086406,0.0005260587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05434333,"about_ca_system_score_gemma":0.09935241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906195,"about_ca_topic_score_gemma":0.9901096,"domain_scores_codex":[0.9968238,0.0001661817,0.000103679,0.0002173027,0.00190163,0.0007874935],"domain_scores_gemma":[0.9928437,0.000660755,0.0007352909,0.00007939877,0.003511346,0.002169423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002344419,0.000355675,0.3997763,0.00180619,0.0005697662,0.002658116,0.002443816,0.004938046,0.01703007,0.03164624,0.2330571,0.3033743],"study_design_scores_gemma":[0.000134879,0.0002553371,0.7570034,0.0004519542,0.0001340683,0.0008498284,0.00103147,0.002060223,0.001537263,0.0003830608,0.2361029,0.00005561791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173952,0.02886701,0.001342558,0.04344835,0.0006556975,0.0003407529,0.04959879,0.0004457044,0.157906],"genre_scores_gemma":[0.9409492,0.007524779,0.001134328,0.008704157,0.000166804,0.00006532212,0.005662248,0.00006599632,0.03572719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05434333,"threshold_uncertainty_score":0.3942903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111866706465138,"score_gpt":0.302954672916902,"score_spread":0.2518360058522506,"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."}}