{"id":"W2914840296","doi":"10.14309/00000434-201710001-00578","title":"Optimizing the Diagnostic Yield and Clinical Impact of Computed Tomography Enterography for Patients With Obscure Gastrointestinal Bleeds","year":2017,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Capsule endoscopy; Obscure gastrointestinal bleeding; Internal medicine; Retrospective cohort study; Radiology","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":[0.0009968725,0.0003167273,0.0003620607,0.001158094,0.0004512689,0.001128963,0.0003395999,0.0003988909,0.001285799],"category_scores_gemma":[0.008344423,0.0001678725,0.0003621082,0.0008997207,0.0003534019,0.0008210693,0.0004939729,0.0004213873,0.0002644579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009289928,"about_ca_system_score_gemma":0.001184362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211209,"about_ca_topic_score_gemma":0.007120812,"domain_scores_codex":[0.9992866,0.0002010008,0.000152684,0.00009700585,0.0001214795,0.0001411999],"domain_scores_gemma":[0.9966202,0.0009543658,0.001588742,0.00007945399,0.0003736507,0.0003834821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001322417,0.00003281629,0.9926094,0.00004848306,0.00001270576,0.000464821,0.00006519445,0.00005074589,0.0001978027,0.00001539069,0.0001926263,0.006177669],"study_design_scores_gemma":[0.00001614098,0.0003618032,0.9928022,0.0001791588,0.0000639712,0.004072365,0.000707333,0.0004910606,0.0005398029,0.00005733696,0.0006971894,0.00001150423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949188,0.002587985,0.0002907577,0.0004869681,0.00001721164,0.00003116411,0.0002100804,0.00001121192,0.001445813],"genre_scores_gemma":[0.9985431,0.0007094881,0.0004263956,0.00007233955,0.00002826346,0.000009142889,0.0001515574,0.000002322574,0.00005751006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004211209,"threshold_uncertainty_score":0.008373439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950134637707216,"score_gpt":0.3057616417702355,"score_spread":0.2862602953931633,"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."}}