{"id":"W4323350797","doi":"10.1093/jcag/gwac036.203","title":"A203 EARLY PROACTIVE DRUG MONITORING STRATEGY OF INFLIXIMAB AS MONOTHERAPY FOR INFLAMMATORY BOWEL DISEASE IN PAEDIATRIC PATIENTS IS ASSOCIATED WITH GOOD SUSTAINED CLINICAL REMISSION","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Infliximab; Internal medicine; Therapeutic drug monitoring; Inflammatory bowel disease; Trough level; Retrospective cohort study; Gastroenterology; Maintenance therapy; Surgery; Disease; Pharmacokinetics; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571381,0.0001084795,0.0004168674,0.0002362707,0.00007535052,0.000009526446,0.0001366485,0.0001059684,0.000007529236],"category_scores_gemma":[0.00215576,0.00007718262,0.0001871049,0.0002370691,0.0000504463,0.000129982,0.00002330588,0.0004098582,4.986072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008928187,"about_ca_system_score_gemma":0.0006776834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383471,"about_ca_topic_score_gemma":0.005276871,"domain_scores_codex":[0.9980388,0.0004027908,0.0007332434,0.0001120435,0.0003835056,0.0003295799],"domain_scores_gemma":[0.9966564,0.0004963783,0.00170462,0.00009139169,0.0007553031,0.0002959236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004729237,0.0001727933,0.992709,0.00003040816,0.0005411737,0.00001391165,0.0004018945,0.00007646569,0.00001610227,0.000004449107,0.0009641598,0.000340434],"study_design_scores_gemma":[0.00750771,0.001390439,0.9898789,0.0001020688,0.0002392084,8.83305e-7,0.0002512916,0.0001389047,0.00004930318,0.00009150433,0.0003087091,0.00004109736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903465,0.00002850286,0.000001196225,0.008867397,0.0002362425,0.0004273544,0.00004848241,0.000003700768,0.00004065612],"genre_scores_gemma":[0.9991168,0.0001230286,0.00002033486,0.0003765891,0.0001252157,0.000008175783,0.000004516403,0.00001422269,0.0002111101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008770339,"threshold_uncertainty_score":0.3147416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489566641873628,"score_gpt":0.3283624177140298,"score_spread":0.3034667512952935,"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."}}