{"id":"W2728118948","doi":"10.14740/gr836w","title":"The Trend of Tranexamic Use in Upper Gastrointestinal Bleeding Ulcers","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tranexamic acid; Medicine; Esophagogastroduodenoscopy; Medical prescription; Internal medicine; Retrospective cohort study; Upper gastrointestinal bleeding; Gastrointestinal bleeding; Blood transfusion; Surgery; Cohort; Gastroenterology; Blood loss; Endoscopy; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005164224,0.0001046032,0.000230882,0.001368685,0.0002549422,0.0007782276,0.0003177883,0.0003560552,0.002270445],"category_scores_gemma":[0.002014055,0.0001402143,0.0004412432,0.002595226,0.0001776684,0.0004660006,0.0002855215,0.0004565569,0.0003305202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654115,"about_ca_system_score_gemma":0.0004974339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675064,"about_ca_topic_score_gemma":0.006137438,"domain_scores_codex":[0.9994245,0.00007747221,0.0001215274,0.0001488821,0.0001326747,0.00009498469],"domain_scores_gemma":[0.9971355,0.0002692206,0.001851974,0.0000887572,0.0003620252,0.0002924445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005894514,0.000009920088,0.9980466,0.00002038191,0.00002262094,0.00004533095,0.00003873651,0.00001420188,0.0001019303,0.00001602734,0.00007818709,0.001547076],"study_design_scores_gemma":[0.000001340205,0.00003790927,0.9991499,0.00001562493,0.00001445763,0.0003314988,0.000118423,0.00005539024,0.00004532397,0.000005763621,0.0002224992,0.000001871864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955742,0.002126965,0.0000517448,0.0001307709,0.00001213938,0.00000471911,0.001353086,0.000005301579,0.0007409974],"genre_scores_gemma":[0.9978535,0.001016626,0.00008276123,0.00003001344,0.00001529799,0.000005711004,0.0008092654,0.000003094005,0.0001836296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007675064,"threshold_uncertainty_score":0.01526076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047300270361631,"score_gpt":0.380505078933807,"score_spread":0.2757750518976439,"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."}}