{"id":"W3187001404","doi":"10.3389/fped.2021.668978","title":"Early Serum Infliximab Levels in Pediatric Ulcerative Colitis","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Infliximab; Interquartile range; Ulcerative colitis; Gastroenterology; Internal medicine; Trough Concentration; Dosing; Prospective cohort study; Trough level; Tumor necrosis factor alpha; Transplantation","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":[0.0002529789,0.0002159416,0.0002183709,0.0002432599,0.00004832917,0.00004407932,0.000218792,0.0002822093,0.00002945247],"category_scores_gemma":[0.0003383537,0.0002667753,0.00009504207,0.0005943398,0.00004417745,0.00001612063,0.0001652872,0.0002396845,0.00001779391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010549,"about_ca_system_score_gemma":0.0006040087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009542228,"about_ca_topic_score_gemma":0.0001962001,"domain_scores_codex":[0.9982144,0.00019933,0.0003870298,0.0005036197,0.0002220696,0.0004735807],"domain_scores_gemma":[0.9992266,0.00001510473,0.0000974133,0.000376005,0.000144638,0.0001402136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333681,0.00009552633,0.9869217,0.00006636976,0.000009852704,0.0007838166,0.0002130608,0.0001898892,0.00007101114,0.00005543668,0.01077068,0.0006892918],"study_design_scores_gemma":[0.001560881,0.000039141,0.995169,0.000003997211,0.00002694183,0.000005379418,0.0001981273,0.00007403591,0.0005481125,0.000368321,0.001683546,0.0003224555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994501,0.001426948,0.0009820065,0.00006229879,0.001050192,0.0002274409,0.0001447223,0.00001508179,0.001590293],"genre_scores_gemma":[0.9932741,0.001069635,0.003392678,0.0002482762,0.000862928,0.00004771834,0.0000907507,0.00003932523,0.0009746228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009087134,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006707753042469396,"score_gpt":0.2227964332864807,"score_spread":0.2160886802440113,"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."}}