{"id":"W2614010010","doi":"10.1055/s-0043-107613","title":"What is the ideal timing for endoscopy in acute upper gastrointestinal bleeding?","year":2017,"lang":"en","type":"editorial","venue":"Endoscopy International Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Etiology; Duodenoscopy; Endoscopy; Hemostasis; Gastrointestinal bleeding; Therapeutic endoscopy; Gastroenterology; Internal medicine; Surgery; General surgery","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008660238,0.0006837615,0.0009946206,0.0003039337,0.0003488001,0.002112802,0.002385245,0.0002547178,0.0005399582],"category_scores_gemma":[0.001930331,0.0005017744,0.0004471801,0.00008792266,0.0001714371,0.000950704,0.0008600807,0.001158634,0.0001544083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007700017,"about_ca_system_score_gemma":0.0008282718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009917957,"about_ca_topic_score_gemma":0.0001203519,"domain_scores_codex":[0.9960825,0.00004593333,0.0008268898,0.001044522,0.0012789,0.0007212217],"domain_scores_gemma":[0.9954244,0.001980174,0.0007940804,0.0007962128,0.0007847234,0.0002203643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001579838,0.0003648662,0.01874762,0.00007142196,0.0006585288,0.0003073815,0.0002042925,0.000003793732,0.0002483363,0.0002085061,0.9769899,0.0006155131],"study_design_scores_gemma":[0.01000953,0.002073921,0.002421418,0.01342947,0.0009059284,0.0004056787,0.0003025882,0.0004332131,0.001431906,0.0006021656,0.9674679,0.000516243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003821447,0.0007607867,0.0002070038,0.0332429,0.9448064,0.005697322,0.001352887,0.00009121153,0.01002004],"genre_scores_gemma":[0.01013544,0.00301348,0.08303933,0.00246856,0.847737,0.005188397,0.005069229,0.0004764714,0.04287211],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09706942,"threshold_uncertainty_score":0.9997434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529380273565066,"score_gpt":0.3762650547083717,"score_spread":0.3409712519727211,"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."}}