{"id":"W4388598609","doi":"10.1007/s12325-023-02706-8","title":"Real-World Effectiveness and Safety of SDZ ETN, an Etanercept Biosimilar, in Patients with Rheumatic Diseases: Final Results from Multi-Country COMPACT Study","year":2023,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"Novartis Pharma","keywords":"Medicine; Etanercept; Discontinuation; Biosimilar; Rheumatoid arthritis; Internal medicine; Psoriatic arthritis; Clinical endpoint; Pharmacology; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005635543,0.0002118866,0.0005486134,0.0001918696,0.00006085798,0.000008506969,0.0001806253,0.0001010109,0.00003513078],"category_scores_gemma":[0.00007905185,0.0001441168,0.00003156439,0.000596992,0.0002820195,0.0001856337,0.00003392988,0.000222107,0.000002578659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004015721,"about_ca_system_score_gemma":0.0000235052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005933305,"about_ca_topic_score_gemma":0.001793195,"domain_scores_codex":[0.9978676,0.0009333388,0.000437508,0.000425793,0.00006925246,0.0002664416],"domain_scores_gemma":[0.9984733,0.0009982018,0.0001470252,0.0003101187,0.00004113196,0.00003020571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01132802,0.001570797,0.9533858,0.00002640277,0.0001145006,0.000006207641,0.0006941883,0.0001212096,0.0006290498,0.00001711019,0.000007265586,0.03209945],"study_design_scores_gemma":[0.01596191,0.001244151,0.9809985,0.0002078361,0.00002331295,2.03129e-7,0.0004231491,0.00006953888,0.0004658368,0.0002057265,0.0002132147,0.0001866527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970449,0.001489856,0.00001891238,0.00003204131,0.0001469739,0.0007175187,0.0004698869,0.00003376429,0.00004610301],"genre_scores_gemma":[0.9970163,0.002451277,0.0002642381,0.00004476357,0.000005423822,0.00001577332,0.0001650145,0.00001539437,0.00002180624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0319128,"threshold_uncertainty_score":0.5876913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387774985800433,"score_gpt":0.3366253561703939,"score_spread":0.3127476063123896,"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."}}