{"id":"W2331193456","doi":"10.1136/gutjnl-2014-307263.335","title":"PWE-075 Anti-tnf Therapy Reduces Ionising Radiation Exposure In Patients With Ulcerative Colitis","year":2014,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infliximab; Ulcerative colitis; Adalimumab; Pancolitis; Interquartile range; Internal medicine; Cohort; Retrospective cohort study; Inflammatory bowel disease; Disease; Corticosteroid; Gastroenterology; Surgery; Colorectal cancer; Cancer; Colonoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007683046,0.0001203889,0.0003457867,0.0005890707,0.000145386,0.0004310221,0.0002349998,0.0002588395,0.002402383],"category_scores_gemma":[0.003716742,0.00009313084,0.0002619872,0.0008789653,0.0002134752,0.0002707439,0.0002569722,0.0002160751,0.0003434141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396265,"about_ca_system_score_gemma":0.0002504259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038683,"about_ca_topic_score_gemma":0.001603178,"domain_scores_codex":[0.9992317,0.0003752298,0.00008908554,0.00007732309,0.0001571991,0.00006937169],"domain_scores_gemma":[0.9974926,0.000722416,0.001450439,0.00005417446,0.000128665,0.0001516851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008122137,0.00008311232,0.9417834,0.000222453,0.0001184239,0.0001858164,0.00009834851,0.0001966326,0.001040032,0.00002747327,0.0004798154,0.05495224],"study_design_scores_gemma":[0.00003815386,0.0005684758,0.9965575,0.00006557227,0.00005094428,0.0008677893,0.00008954379,0.0001010325,0.00028929,0.00002270762,0.001346325,0.00000266631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833872,0.013728,0.0003617957,0.0002750029,0.00002045749,0.00002906543,0.0003090609,0.00002345253,0.001865918],"genre_scores_gemma":[0.9969605,0.001912274,0.0005429845,0.00007267449,0.00004709747,0.00001449616,0.000236469,0.000003132568,0.0002104296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402383,"threshold_uncertainty_score":0.008036792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004163423320373942,"score_gpt":0.2104434214593562,"score_spread":0.2062799981389822,"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."}}