{"id":"W3176251808","doi":"10.14740/gr1383","title":"Incidence and Mortality Related to Gastrointestinal Bleeding, and the Effect of Tranexamic Acid on Gastrointestinal Bleeding","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tranexamic acid; Gastrointestinal bleeding; Incidence (geometry); Upper gastrointestinal bleeding; Surgery; Etiology; Internal medicine; Endoscopy; Blood loss","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003418063,0.000359142,0.0008579936,0.0003368517,0.0002673107,0.00006162393,0.0002038318,0.00005807371,0.00006840527],"category_scores_gemma":[0.003114777,0.0002442807,0.0001513876,0.0004412383,0.0013716,0.00007356482,0.0003789482,0.001138629,0.00001882642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130989,"about_ca_system_score_gemma":0.00008844054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065298,"about_ca_topic_score_gemma":0.00005252961,"domain_scores_codex":[0.9959337,0.0008406107,0.0005960756,0.0008235531,0.0007892668,0.001016868],"domain_scores_gemma":[0.9967139,0.001709097,0.000136857,0.0004709136,0.0004779381,0.0004912558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005162852,0.0001869431,0.9593376,0.0001901344,0.0001220319,0.0009331416,0.0001350731,0.00001989402,0.03298124,0.0004077424,0.0001823163,0.0003410401],"study_design_scores_gemma":[0.008521366,0.02164203,0.9300341,0.001893686,0.0002849435,0.02849539,0.000270379,0.0005495507,0.007998042,0.0002127485,0.000003618922,0.00009411872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993003,0.0001798788,0.0001948504,0.005162025,0.00005224421,0.0009221212,0.00001259864,0.00004350692,0.0004297709],"genre_scores_gemma":[0.9974473,0.00003976732,0.001972158,0.0002085791,0.0000637979,0.0001295601,0.00001283298,0.00003372319,0.00009224354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02930347,"threshold_uncertainty_score":0.9961479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334718826640382,"score_gpt":0.3541013022721382,"score_spread":0.3207541140057344,"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."}}