{"id":"W3007144917","doi":"10.1093/jcag/gwz047.103","title":"A104 A STUDY OF POST-INDUCTION INFLIXIMAB TROUGH LEVELS DEMONSTRATES MOST PEDIATRIC IBD PATIENTS ARE BEING UNDERDOSED","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Infliximab; Cohort; Trough level; Internal medicine; Regimen; Trough Concentration; Therapeutic drug monitoring; Gastroenterology; Surgery; Pharmacokinetics; Disease","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":[0.0004205803,0.00009974009,0.0004312177,0.0001219459,0.0001089044,0.00001046443,0.000143856,0.00007877809,0.00003397229],"category_scores_gemma":[0.001360748,0.00007542611,0.0001206496,0.000206891,0.00002769856,0.0001317265,0.00003381813,0.000403355,0.00000119313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004806638,"about_ca_system_score_gemma":0.0002332746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433804,"about_ca_topic_score_gemma":0.03581929,"domain_scores_codex":[0.998343,0.0003296582,0.0006201429,0.00009271184,0.0003807081,0.0002338072],"domain_scores_gemma":[0.9969085,0.0001303783,0.001879496,0.00007053054,0.000776396,0.0002346699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006191476,0.0002566954,0.9966645,0.00002911437,0.0004136351,0.000007417,0.0008076762,0.00005712806,0.0002184419,0.00000315454,0.0007621284,0.0001609304],"study_design_scores_gemma":[0.004717244,0.003413836,0.9894879,0.00001749866,0.000605712,0.00001170926,0.001300813,0.00003577347,0.0000655224,0.00001926631,0.000290218,0.00003447934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963295,0.00001997025,0.000005458987,0.03602825,0.0003054043,0.0002257627,0.00003524603,0.000002349515,0.00008260146],"genre_scores_gemma":[0.9967525,0.00002452538,0.00004340307,0.002943007,0.0002120641,8.302037e-7,0.000001804404,0.000008413426,0.00001345668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03438549,"threshold_uncertainty_score":0.9817745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723108068176355,"score_gpt":0.2886607061731827,"score_spread":0.2514296254914192,"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."}}