{"id":"W4285389549","doi":"10.1080/00365521.2022.2090275","title":"Switching from originator infliximab to biosimilar versus continuing on originator in inflammatory bowel disease: results from the observational Project NORTH study","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Gastroenterology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada","keywords":"Biosimilar; Infliximab; Medicine; Discontinuation; Inflammatory bowel disease; Concomitant; Internal medicine; Observational study; Disease; Pharmacoepidemiology; Adverse effect; Pharmacology","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":[0.001288202,0.000297693,0.000551191,0.0003051242,0.0002793398,0.0000438984,0.0008366984,0.0000865532,0.0002008834],"category_scores_gemma":[0.0006604251,0.0002158719,0.0001941428,0.0002810384,0.0001248226,0.0001185846,0.0002969596,0.001294893,0.000009536911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057953,"about_ca_system_score_gemma":0.0001365284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168551,"about_ca_topic_score_gemma":0.0004327571,"domain_scores_codex":[0.9960073,0.001732886,0.001018762,0.0004670582,0.0002297317,0.0005442409],"domain_scores_gemma":[0.9977431,0.000870251,0.000760983,0.0003966038,0.0001195915,0.0001095102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05480654,0.000581082,0.9372047,0.000002463828,0.0004495637,0.0002920594,0.001765051,0.0001671201,0.0009876476,0.00005040586,0.002994023,0.0006993398],"study_design_scores_gemma":[0.0131723,0.005914112,0.9656979,0.00008689176,0.0001755072,0.00002040173,0.001900101,0.00002476841,0.00009067095,0.0001187151,0.01262633,0.0001723123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915732,0.0002484082,0.00004892857,0.004429071,0.002343307,0.0005195947,0.000807702,0.00001601123,0.00001380639],"genre_scores_gemma":[0.997727,0.00001256009,0.0003154653,0.00157858,0.0001991915,0.00003744229,0.00006820458,0.00002240393,0.00003908735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163424,"threshold_uncertainty_score":0.8803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772343192871048,"score_gpt":0.30181664582656,"score_spread":0.2640932138978495,"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."}}