{"id":"W2332730996","doi":"10.1097/mib.0000000000000202","title":"Role for Therapeutic Drug Monitoring During Induction Therapy with TNF Antagonists in IBD","year":2014,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Certolizumab pegol; Drug class; Population; Disease; Drug; Rheumatoid arthritis; Dosing; Oncology; Internal medicine; Intensive care medicine; Pharmacology; Adalimumab","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":[0.0001875606,0.0003498184,0.0001997572,0.0001270391,0.0002159986,0.00007984075,0.0002775467,0.0001283553,0.0000113031],"category_scores_gemma":[0.00005058167,0.000324476,0.0001455941,0.0000808193,0.0001266529,0.00003691662,0.00005818981,0.0001107595,0.00001121414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005840214,"about_ca_system_score_gemma":0.0001846735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008199704,"about_ca_topic_score_gemma":0.00006066779,"domain_scores_codex":[0.9982111,0.0001553766,0.0003365688,0.0005701636,0.0002372518,0.0004895226],"domain_scores_gemma":[0.9989159,0.00003270686,0.000154839,0.0005676755,0.0001163927,0.0002124811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003273702,0.0001968789,0.8463644,0.0001982438,0.0001051971,0.00004443869,0.0001758777,0.001067512,0.1443515,0.0001214144,0.00006847443,0.004032405],"study_design_scores_gemma":[0.002564838,0.00009453367,0.9498668,0.00007796059,0.00002979855,0.000006756567,0.0002013615,0.00009801346,0.04466728,0.000229213,0.001713624,0.0004498219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978248,0.00085754,0.00009079944,0.00004200234,0.0002245452,0.0007223947,0.00003334395,0.00008340064,0.0001211064],"genre_scores_gemma":[0.9979504,0.0001638661,0.000117047,0.0000801971,0.0008697561,0.0004916157,0.00007119186,0.00009050281,0.0001653925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035024,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00710914591728046,"score_gpt":0.2326594569069866,"score_spread":0.2255503109897062,"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."}}