{"id":"W2921928439","doi":"10.14309/00000434-201810001-00687","title":"Utilizing Therapeutic Drug Monitoring of Biological Therapy in Inflammatory Bowel Disease","year":2018,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Therapeutic drug monitoring; Intensive care medicine; Inflammatory bowel disease; Delphi method; Drug; Disease; Pharmacology; Internal medicine","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":[0.05070853,0.0006331209,0.0006862061,0.003066476,0.0006986634,0.002201263,0.000935466,0.00148588,0.001957128],"category_scores_gemma":[0.06198796,0.0002859203,0.001126744,0.002184169,0.002868314,0.003260064,0.003570592,0.001653481,0.0003746939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562154,"about_ca_system_score_gemma":0.0056248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089355,"about_ca_topic_score_gemma":0.001225414,"domain_scores_codex":[0.9163132,0.06515587,0.007290218,0.00163316,0.008664316,0.0009432394],"domain_scores_gemma":[0.9277467,0.05034509,0.01165706,0.001108947,0.008212217,0.0009301035],"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":[0.0006124795,0.000206071,0.03293785,0.03849193,0.0003145755,0.001012603,0.01498568,0.001684753,0.00408096,0.01810741,0.009796223,0.8777695],"study_design_scores_gemma":[0.0003986272,0.005552308,0.1451574,0.143855,0.001655708,0.01528361,0.0374997,0.007408193,0.01072313,0.06793134,0.5640538,0.0004812941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.192362,0.5127467,0.08352622,0.09772415,0.002625922,0.003688149,0.0007482536,0.0002019808,0.1063766],"genre_scores_gemma":[0.7732659,0.1246297,0.08226851,0.01490538,0.001192897,0.001514436,0.0003097433,0.00003483016,0.001878652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05070853,"threshold_uncertainty_score":0.2681755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086769709560812,"score_gpt":0.3650473673693141,"score_spread":0.304179670273706,"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."}}