{"id":"W2948203074","doi":"10.1016/j.gie.2019.03.967","title":"Tu1119 CLINICAL OUTCOMES OF HEMOSPRAY USE IN UPPER & LOWER GASTROINTESTINAL BLEEDING","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Hemostasis; Upper gastrointestinal bleeding; Surgery; Endoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001312287,0.0004400942,0.001354088,0.0002654626,0.00003702644,0.00004117421,0.000234277,0.00009516053,0.001188052],"category_scores_gemma":[0.00399025,0.0003353714,0.0005926334,0.0004488266,0.0002891473,0.0002286649,0.0001523461,0.0009637793,0.0004390992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018867,"about_ca_system_score_gemma":0.0002182272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000202914,"about_ca_topic_score_gemma":0.00003028921,"domain_scores_codex":[0.9960418,0.0001936306,0.001530361,0.000713584,0.0006375247,0.0008830721],"domain_scores_gemma":[0.9961965,0.001956263,0.0003556666,0.0006909223,0.000313214,0.0004874287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446007,0.000768702,0.9672214,0.0001005835,0.00003437353,0.0003107418,0.00002136684,0.00003502072,0.02905356,0.0002023682,0.0004429584,0.0003629069],"study_design_scores_gemma":[0.005554556,0.002314198,0.9791267,0.002466284,0.00007899559,0.006840406,0.0001342837,0.0005044296,0.0003417327,0.00004352592,0.002273256,0.0003216441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928923,0.00003393841,0.002042976,0.000744392,0.0003141374,0.000622712,0.00002164755,0.00009276513,0.003235128],"genre_scores_gemma":[0.8268425,0.00001173162,0.1695271,0.0004318859,0.0001349055,0.00001021025,0.00003541666,0.00006125558,0.002944945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674841,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093089648425375,"score_gpt":0.341611972586808,"score_spread":0.2906810761025543,"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."}}