{"id":"W3119939393","doi":"10.2147/btt.s285610","title":"Switching and Discontinuation Patterns Among Patients Stable on Originator Infliximab Who Switched to an Infliximab Biosimilar or Remained on Originator Infliximab","year":2021,"lang":"en","type":"article","venue":"Biologics","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs","keywords":"Discontinuation; Medicine; Biosimilar; Infliximab; Psoriatic arthritis; Rheumatoid arthritis; Internal medicine; Population; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000734137,0.0006003017,0.0008360388,0.0002346297,0.0003876014,0.0001493031,0.0003851208,0.0008174935,0.0003657006],"category_scores_gemma":[0.001340977,0.0004086169,0.0001394896,0.0005001848,0.0001734149,0.0002703662,0.0002898101,0.0006570338,0.00006451098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820107,"about_ca_system_score_gemma":0.0001246126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005930839,"about_ca_topic_score_gemma":0.000142737,"domain_scores_codex":[0.9964386,0.0006964817,0.0007042068,0.00115715,0.0001543587,0.0008492073],"domain_scores_gemma":[0.9979575,0.0004853444,0.0002950226,0.0007384563,0.0003248489,0.0001987991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006616009,0.00514637,0.6744809,0.0001965382,0.0009441752,0.0001743501,0.001839906,0.00003132502,0.2129419,0.01306459,0.00397255,0.08059136],"study_design_scores_gemma":[0.009703467,0.009788986,0.4483771,0.0006053291,0.000271919,0.00002308619,0.001002528,0.0002350865,0.4060047,0.001126599,0.1206975,0.002163692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959122,0.0001843983,0.0004872261,0.0009942164,0.0008186375,0.0006976209,0.000267487,0.0001669675,0.000471236],"genre_scores_gemma":[0.9929194,0.0001607831,0.001576173,0.0035615,0.0001073953,0.00006335692,0.0002864749,0.00004810845,0.001276737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261038,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265783013926262,"score_gpt":0.2985141961853323,"score_spread":0.2719358947927061,"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."}}