{"id":"W2921889916","doi":"10.1093/jcag/gwz006.087","title":"A88 IMAGING UTILIZATION TRENDS IN IBD (1999–2016)","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pelvis; Ultrasound; Radiology; Abdomen; Inflammatory bowel disease; Magnetic resonance imaging; Ionizing radiation; Malignancy; Ulcerative colitis; Nuclear medicine; Disease; Internal medicine; Irradiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004819618,0.0002225532,0.0003004639,0.003327161,0.0005620833,0.0009818658,0.0006134918,0.0002760279,0.003665298],"category_scores_gemma":[0.0034664,0.0003036634,0.0007602184,0.008981366,0.0003109684,0.0005442991,0.0007070724,0.0004005855,0.0005813099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008741334,"about_ca_system_score_gemma":0.006868236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8226912,"about_ca_topic_score_gemma":0.8593373,"domain_scores_codex":[0.9989455,0.00005592524,0.0001993045,0.0001540448,0.0004649439,0.0001802196],"domain_scores_gemma":[0.9960715,0.0001448982,0.002150537,0.0001202631,0.001117134,0.0003957863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007629734,0.00001328999,0.9909033,0.0001784885,0.00006070072,0.00006759125,0.0002137917,0.0001012773,0.0001906807,0.00007744847,0.003424155,0.004692902],"study_design_scores_gemma":[0.000003219978,0.00001090361,0.9976048,0.00003369699,0.00001264955,0.00008046701,0.0001100894,0.00007658485,0.00003354082,0.000007136752,0.002023979,0.000002889681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8435246,0.004288197,0.00021729,0.0007814323,0.000035263,0.00009909863,0.1443898,0.00007583981,0.006588373],"genre_scores_gemma":[0.9507962,0.003495536,0.0004456342,0.0002057909,0.00004334114,0.00006637183,0.04254274,0.00001597028,0.002388501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8226912,"threshold_uncertainty_score":0.356706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005599257380532636,"score_gpt":0.22017859223132,"score_spread":0.2145793348507874,"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."}}