{"id":"W3000625420","doi":"10.1007/s40744-019-00190-7","title":"Nonmedical Switching From Originators to Biosimilars: Does the Nocebo Effect Explain Treatment Failures and Adverse Events in Rheumatology and Gastroenterology?","year":2020,"lang":"en","type":"review","venue":"Rheumatology and Therapy","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"AbbVie","keywords":"Nocebo Effect; Biosimilar; Nocebo; Discontinuation; Medicine; Adverse effect; Intensive care medicine; Internal medicine; Alternative medicine; Placebo; Pathology","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":[0.0006652876,0.0008233186,0.00317114,0.0002437987,0.0002588852,0.00001319788,0.0003311474,0.001275581,0.0001227443],"category_scores_gemma":[0.0001917194,0.0004079946,0.0002417744,0.0001691242,0.0006796285,0.00005297786,0.0002391231,0.000906606,0.00002453694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000486711,"about_ca_system_score_gemma":0.00007699712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817294,"about_ca_topic_score_gemma":0.0002150208,"domain_scores_codex":[0.9947062,0.002678273,0.0008233452,0.001062427,0.0000520449,0.0006777245],"domain_scores_gemma":[0.9963916,0.002790749,0.0002866595,0.0003636064,0.00001420293,0.0001531748],"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":[0.001536514,0.0001954226,0.09039634,0.00116188,0.002608052,0.0000922139,0.0009226011,3.408433e-8,0.00004545147,0.0005267357,0.0002209864,0.9022937],"study_design_scores_gemma":[0.005698574,0.002635692,0.001910288,0.003643229,0.0006373339,0.00159908,0.0001955019,0.000008114931,0.00008074304,0.0005979816,0.9823021,0.0006913985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.125736,0.8687414,0.00006371157,0.003583083,0.000612452,0.001124155,0.000090543,0.00004390794,0.000004740333],"genre_scores_gemma":[0.02372099,0.9751985,0.0002112888,0.0005326216,0.00001314962,0.0002242617,0.00004214797,0.00004209264,0.00001494976],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820811,"threshold_uncertainty_score":0.9998372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174355441857241,"score_gpt":0.3083887121203034,"score_spread":0.2909531679345793,"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."}}