{"id":"W4409980294","doi":"10.1002/bcp.70086","title":"A single‐centre analysis of a biosimilar switching programme for adalimumab in inflammatory bowel disease","year":2025,"lang":"en","type":"article","venue":"British Journal of Clinical Pharmacology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Medicine; Adalimumab; Biosimilar; Inflammatory bowel disease; Internal medicine; Ulcerative colitis; Adverse effect; Nocebo; Faecal calprotectin; Disease; Infliximab; Anxiety; Calprotectin; Placebo; Psychiatry; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002880127,0.0001654172,0.001221092,0.0004301307,0.00006637092,0.00002114016,0.000396656,0.0004053464,0.0002935965],"category_scores_gemma":[0.002443207,0.0001623309,0.001096,0.0006007022,0.0003736709,0.00009594343,0.0001032273,0.0007955157,0.000001075981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004755949,"about_ca_system_score_gemma":0.0003360086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001537082,"about_ca_topic_score_gemma":0.00008039253,"domain_scores_codex":[0.9956564,0.001099218,0.002421165,0.0003076968,0.00006532653,0.0004501823],"domain_scores_gemma":[0.9961358,0.002340931,0.0009040639,0.0001266461,0.0003829907,0.0001095593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01651962,0.0104831,0.2513633,0.000624262,0.02361002,0.001034502,0.0001756057,0.0002541085,0.08034584,0.0007823508,0.04735448,0.5674528],"study_design_scores_gemma":[0.04697297,0.002188778,0.5909792,0.001702123,0.03187713,0.0001627796,0.0006482298,0.0024201,0.02348273,0.007057601,0.2914476,0.001060832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761881,0.01240577,0.002625404,0.005191743,0.002781852,0.00053064,0.0001149407,0.00001734789,0.0001442407],"genre_scores_gemma":[0.9928658,0.0008355359,0.002731168,0.003149743,0.0001445079,0.00001042139,0.00001213656,0.00001280759,0.000237858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5663919,"threshold_uncertainty_score":0.6619663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738533062619393,"score_gpt":0.4026851161154693,"score_spread":0.3552997854892754,"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."}}