{"id":"W4251825046","doi":"10.47176/mjiri.33.57","title":"Differentiation of Crohn's disease and ulcerative colitis using intestinal wall thickness of the colon: A Diagnostic accuracy study of endoscopic ultrasonography","year":2019,"lang":"en","type":"article","venue":"Medical Journal of the Islamic Republic of Iran","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Ulcerative colitis; Crohn's disease; Ultrasonography; Medicine; Gastroenterology; Endoscopic ultrasonography; Internal medicine; Disease; Crohn disease; Radiology; Endoscopy","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":[0.00320989,0.0003908674,0.0003832054,0.001884244,0.0002114035,0.0007210926,0.0003517923,0.0006742098,0.0004699749],"category_scores_gemma":[0.01007364,0.0003070725,0.0005250848,0.0007761823,0.0004774739,0.0009217963,0.0004290581,0.0005027465,0.0001662023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845543,"about_ca_system_score_gemma":0.0002530801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008624011,"about_ca_topic_score_gemma":0.0009339908,"domain_scores_codex":[0.9984388,0.0005420556,0.0002455502,0.0002033746,0.0004522522,0.0001179961],"domain_scores_gemma":[0.9929972,0.003758181,0.001352601,0.0003540375,0.001183846,0.0003541307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006827173,0.00009677793,0.988476,0.00003590163,0.0001168187,0.000195422,0.0001761927,0.0001114037,0.001703371,0.00003801914,0.00004928069,0.008318123],"study_design_scores_gemma":[0.00003749007,0.001170287,0.9906546,0.00004724334,0.0003250849,0.00221619,0.0005463281,0.003305261,0.001110343,0.0001087621,0.0004593152,0.00001914658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967076,0.001696714,0.0007458059,0.00005325169,0.00002191539,0.0000198289,0.00003612321,0.000006942545,0.0007118505],"genre_scores_gemma":[0.998525,0.0004079122,0.000859951,0.00002097824,0.0000270176,0.00000744774,0.00005131854,0.000002685508,0.00009767566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00320989,"threshold_uncertainty_score":0.0169757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097820703588425,"score_gpt":0.2559297733787976,"score_spread":0.2461477030199551,"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."}}