{"id":"W4240777209","doi":"10.1093/jcag/gwy009.092","title":"A92 ANTI-TNF DOSE AUGMENTATION FREQUENTLY OCCURS IN THE ABSENCE OF OBJECTIVE EVIDENCE OF DISEASE ACTIVITY","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Internal medicine; Calprotectin; Disease; Gastroenterology; Pancolitis; Tumor necrosis factor alpha; Inflammatory bowel disease; Demographics; Faecal calprotectin; Dosing; Infliximab; Colonoscopy; Cancer; Colorectal cancer","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":[0.0009672499,0.00006909576,0.0002735726,0.0002304715,0.00005129339,0.000005748609,0.0001861739,0.00004578371,0.00004691013],"category_scores_gemma":[0.001092442,0.00004691754,0.0001691238,0.0001827196,0.00012509,0.0001431224,0.00001312254,0.000240982,7.551213e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631976,"about_ca_system_score_gemma":0.0006136788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008602376,"about_ca_topic_score_gemma":0.1239152,"domain_scores_codex":[0.9986295,0.0003599863,0.0004552154,0.00007322466,0.0003255062,0.0001566098],"domain_scores_gemma":[0.9974493,0.0001963882,0.001470793,0.0001538051,0.0006356572,0.00009405687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001234854,0.0001334029,0.9582161,0.00002965894,0.0001151949,0.000005690245,0.001079242,0.0000877954,0.03785262,0.00003621952,0.00110551,0.0001036527],"study_design_scores_gemma":[0.0009232808,0.001484029,0.9922893,0.0003446304,0.000101462,0.00002291273,0.0002607934,0.00008490741,0.004349688,0.00007393915,0.00004410023,0.00002092823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920196,0.00001563288,0.00005414518,0.007278353,0.0003577537,0.0001590603,0.00004485366,8.376617e-7,0.00006976738],"genre_scores_gemma":[0.9992216,0.00001660263,0.000058161,0.0005752531,0.0001001848,0.000001661436,0.000001094799,0.000004304311,0.00002117407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153128,"threshold_uncertainty_score":0.9979994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412882910497951,"score_gpt":0.30092677728456,"score_spread":0.2767979481795805,"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."}}