{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009019525,0.0007702076,0.002038897,0.0009184045,0.0003896464,0.002762216,0.001268111,0.001609887,0.001110316],"category_scores_gemma":[0.01268722,0.0002317165,0.001009632,0.0009293792,0.0007274155,0.003093228,0.0008850882,0.004031762,0.0007256856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124364,"about_ca_system_score_gemma":0.001882696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009200795,"about_ca_topic_score_gemma":0.001068717,"domain_scores_codex":[0.995905,0.002312379,0.0004960636,0.0003737043,0.0008171502,0.0000956334],"domain_scores_gemma":[0.98555,0.008072954,0.002947303,0.000845015,0.002015387,0.0005692801],"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":[0.0008480738,0.000268544,0.02633143,0.001562873,0.0002232495,0.0004601297,0.0002727123,0.001891858,0.006133602,0.004370761,0.008495118,0.9491417],"study_design_scores_gemma":[0.0008625145,0.007962902,0.1555353,0.01186468,0.002026415,0.01603746,0.0008769573,0.04467651,0.04060679,0.0463994,0.6726409,0.0005101445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06194641,0.5790339,0.243897,0.07693351,0.002803625,0.0006064134,0.0005274529,0.003934924,0.03031684],"genre_scores_gemma":[0.5830986,0.1477561,0.2406648,0.01751302,0.005534469,0.0005435213,0.0005943925,0.0003726075,0.00392265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009019525,"threshold_uncertainty_score":0.04770035,"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."}}