{"id":"W161358917","doi":"10.1155/2009/604639","title":"Time to Endoscopy and Outcomes in Upper Gastrointestinal Bleeding","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Endoscopy; Upper gastrointestinal bleeding; Retrospective cohort study; Hemostasis; Gastrointestinal bleeding; Blood transfusion; General surgery; Therapeutic endoscopy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001405206,0.0001918172,0.0003129844,0.001147533,0.000248223,0.0006513046,0.0004122346,0.0003375473,0.001798666],"category_scores_gemma":[0.01102747,0.0001209847,0.0004964491,0.001698009,0.0003546703,0.0006179776,0.0004063112,0.0006247033,0.0001682531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649358,"about_ca_system_score_gemma":0.0005308641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437615,"about_ca_topic_score_gemma":0.001794385,"domain_scores_codex":[0.9989815,0.0002589488,0.0001869537,0.0001276048,0.0003007112,0.0001442348],"domain_scores_gemma":[0.9818641,0.003699077,0.01144754,0.0002190537,0.001042122,0.001728136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555662,0.0000223061,0.9976047,0.00004213936,0.00004541757,0.00008747797,0.00003008406,0.00006164336,0.00003823937,0.00001320205,0.00009348579,0.001805696],"study_design_scores_gemma":[0.00000624056,0.0001307395,0.998926,0.00003063894,0.0000381788,0.0004686414,0.00005531021,0.00008709579,0.00004739865,0.00002769175,0.0001785543,0.000003659886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939356,0.004422701,0.0001202862,0.0002559359,0.00002674452,0.00001161319,0.0004059532,0.000007015048,0.0008140855],"genre_scores_gemma":[0.9988536,0.0005690275,0.00009503152,0.00003026893,0.00004044602,0.000005260849,0.0003527948,0.000003245396,0.00005041429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002437615,"threshold_uncertainty_score":0.007431567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120683760049745,"score_gpt":0.248837536943511,"score_spread":0.2376306993430135,"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."}}