{"id":"W2610853988","doi":"10.1097/mib.0000000000001093","title":"One-Year Clinical Outcomes in an IBD Cohort Who Have Previously Had Anti-TNFa Trough and Antibody Levels Assessed","year":2017,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Cohort; Trough (economics); Antibody; Tumor necrosis factor alpha; Cohort study; Internal medicine; Immunology; Gastroenterology","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":[0.0007897049,0.0003687094,0.0005657352,0.0008913353,0.0009821203,0.0007344451,0.0003341123,0.0006166038,0.001217176],"category_scores_gemma":[0.001854121,0.0002845112,0.0005415332,0.0005511732,0.0004351945,0.0007502932,0.0007151776,0.0008417548,0.0003686251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759757,"about_ca_system_score_gemma":0.0004210927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263005,"about_ca_topic_score_gemma":0.002794252,"domain_scores_codex":[0.9995691,0.00006132338,0.00003926294,0.00009784908,0.00007457339,0.0001577906],"domain_scores_gemma":[0.9979955,0.0002159647,0.0007759475,0.0001273564,0.0002009282,0.000684375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818958,0.00006865531,0.998931,0.000003475997,0.00002019818,0.0002200048,0.00005704876,0.00001969857,0.0001134809,0.000005859351,0.00003197751,0.0003466046],"study_design_scores_gemma":[0.00001804984,0.0008845693,0.9975152,0.000004964284,0.0000275358,0.0009849877,0.0002626043,0.000096298,0.00005559859,0.00001553426,0.0001273565,0.000007300756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996196,0.00006756053,0.00002664217,0.0000113786,0.000004361754,0.000007239707,0.0001218696,0.0000011931,0.00014019],"genre_scores_gemma":[0.9993863,0.0000473514,0.00003114515,0.00001831147,0.00001053522,0.00001032141,0.0003702937,9.221248e-7,0.0001247649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003263005,"threshold_uncertainty_score":0.006488025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271517540628898,"score_gpt":0.3391206141183962,"score_spread":0.3119688600555064,"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."}}