{"id":"W2146963207","doi":"10.1136/gut.2009.183095","title":"Trough serum infliximab: a predictive factor of clinical outcome for infliximab treatment in acute ulcerative colitis","year":2009,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":536,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Infliximab; Medicine; Ulcerative colitis; Gastroenterology; Colectomy; Internal medicine; Surgery; Tumor necrosis factor alpha; Disease","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":[0.001424575,0.0003904032,0.0003900682,0.0004621652,0.0002877726,0.0008575726,0.0004074183,0.0008664271,0.001795502],"category_scores_gemma":[0.006464711,0.0001800253,0.0004438531,0.0006594377,0.0003525529,0.0004338957,0.0002994607,0.00121585,0.0003106176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251348,"about_ca_system_score_gemma":0.0003071199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007177804,"about_ca_topic_score_gemma":0.0007610567,"domain_scores_codex":[0.9992113,0.0003023125,0.00008938771,0.000132821,0.0001751446,0.00008912817],"domain_scores_gemma":[0.9933066,0.002274355,0.002898521,0.000208237,0.0003918954,0.0009204143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006041598,0.00003342162,0.9970418,0.00001061615,0.00005930407,0.00004551131,0.0000104553,0.00008907793,0.0002256897,0.000008344807,0.000066521,0.001805098],"study_design_scores_gemma":[0.00002346073,0.0001898368,0.9983625,0.000009731129,0.0000726599,0.0003595426,0.00002233859,0.0007539744,0.00007203852,0.00003611197,0.00009412912,0.000003650405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975957,0.001443294,0.0002772798,0.0001387118,0.00002142476,0.00000726308,0.0001118631,0.00000980074,0.0003947076],"genre_scores_gemma":[0.9996287,0.00009274441,0.0000957653,0.0000131601,0.000021511,0.000003004349,0.0001031557,0.000001805213,0.00004020149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001795502,"threshold_uncertainty_score":0.007533967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065418262468918,"score_gpt":0.3599967800349311,"score_spread":0.329342597410242,"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."}}