{"id":"W4386251552","doi":"10.51731/cjht.2023.724","title":"Upadacitinib (Rinvoq)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Antirheumatic drugs; Ankylosing spondylitis; Drug; Drug class; Intensive care medicine; Pharmacology; Disease; Internal medicine; Antirheumatic Agents; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002563299,0.00008727972,0.0003314121,0.0006085141,0.0002252915,0.00001123382,0.0001042084,0.00007488523,0.0000326704],"category_scores_gemma":[0.000346606,0.0000690321,0.00007828417,0.0005010293,0.0001361907,0.00003990597,0.00001498516,0.0002211445,0.00006628677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254272,"about_ca_system_score_gemma":0.001265431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334561,"about_ca_topic_score_gemma":0.003394654,"domain_scores_codex":[0.9990057,0.00001288389,0.0003390744,0.00008744258,0.0001219887,0.0004329356],"domain_scores_gemma":[0.9994428,0.00002795462,0.0001572686,0.0001583534,0.0001075124,0.00010616],"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":[0.00002171355,0.00001901064,0.05726859,0.00009365453,0.000128766,0.003209312,0.0002835994,0.000001786353,0.00001934136,0.00147123,0.04833968,0.8891433],"study_design_scores_gemma":[0.002320266,0.001587183,0.1735911,0.0006347019,0.00003349853,0.001875258,0.009820038,0.000004073412,0.0003254441,0.00442523,0.8052405,0.0001426715],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7641217,0.09893273,0.0000180421,0.1327739,0.0009067561,0.0003717324,0.00004394759,0.0004200462,0.002411152],"genre_scores_gemma":[0.996699,0.002294313,0.0002569314,0.0004364311,0.00001430986,0.000005013334,0.000004320624,0.00001184577,0.0002778855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8890007,"threshold_uncertainty_score":0.3529173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04937382254902658,"score_gpt":0.3174993119705996,"score_spread":0.268125489421573,"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."}}