{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005377913,0.0001780683,0.0002195071,0.0007890068,0.0002159084,0.0005352438,0.0002982302,0.0002989367,0.001673301],"category_scores_gemma":[0.003416188,0.0001289466,0.0006451907,0.001041933,0.0001805528,0.0003947178,0.0003053993,0.000425181,0.0001867236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405969,"about_ca_system_score_gemma":0.0002895695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076427,"about_ca_topic_score_gemma":0.001798004,"domain_scores_codex":[0.9995155,0.0001398129,0.00006817942,0.00006970824,0.0001180112,0.00008879002],"domain_scores_gemma":[0.9983702,0.0003576211,0.0008703177,0.00005236113,0.0001171851,0.000232256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003620021,0.00003079945,0.9967039,0.00003932665,0.00009750284,0.0001478743,0.00002122562,0.00003912659,0.00005814204,0.00002233383,0.00009397212,0.002383658],"study_design_scores_gemma":[0.000006651067,0.00009572619,0.9991642,0.00001541432,0.00005706448,0.0003710844,0.00005488758,0.0000615509,0.00002330612,0.000017102,0.0001311555,0.000001787995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993159,0.005271733,0.00003151035,0.0001553659,0.00002174311,0.000005393069,0.0005460493,0.000002266529,0.0008069308],"genre_scores_gemma":[0.9979256,0.001605841,0.00003448659,0.00002121996,0.00003965686,0.00000444169,0.0002772909,0.000001022931,0.00009044483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002076427,"threshold_uncertainty_score":0.00559777,"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."}}