{"id":"W2472769603","doi":"10.1097/mcg.0000000000000609","title":"Upper Versus Lower Endoscopy in the Diagnosis of Graft-Versus-Host Disease","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Endoscopy; Internal medicine; Diarrhea; Gastroenterology; Surgery; Hematopoietic stem cell transplantation; Graft-versus-host disease; Pseudomembranous colitis; Disease; Clostridium difficile","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140758,0.0001216807,0.0006267936,0.0001202512,0.00001229753,0.000003792083,0.000226631,0.00009946566,0.0003472193],"category_scores_gemma":[0.001590019,0.00006150464,0.0004220235,0.00007461721,0.000254312,0.00007733377,0.00001953538,0.0003287099,0.00002402877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002620627,"about_ca_system_score_gemma":0.00009658177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002887788,"about_ca_topic_score_gemma":0.00001525083,"domain_scores_codex":[0.9972337,0.0004897769,0.001483556,0.0001532212,0.0003821996,0.0002575864],"domain_scores_gemma":[0.9954537,0.00332397,0.0005846742,0.0002608743,0.0001476332,0.0002291316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06721656,0.0008098574,0.9296319,0.00003831015,0.0001484161,0.000411399,0.00007249771,0.000001084916,0.000213504,0.0000468556,0.0007555617,0.0006540065],"study_design_scores_gemma":[0.03262998,0.009585125,0.9545982,0.0004407717,0.0004539435,0.00007438389,0.00009006922,0.000004165661,0.0001859703,0.00004409901,0.001850626,0.00004262957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837589,0.00006366408,0.000456206,0.01321487,0.002168381,0.0001596613,0.00001175734,0.000003525099,0.0001630989],"genre_scores_gemma":[0.9972682,0.0007870489,0.0005838837,0.0009404005,0.0003817733,0.000008021123,0.000001300626,0.00001180418,0.00001759353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458658,"threshold_uncertainty_score":0.3801807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695814933848296,"score_gpt":0.3879892368468201,"score_spread":0.3210310875083371,"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."}}