{"id":"W2147239496","doi":"10.1136/gut.2009.198598","title":"Emergency endoscopy cover: cost and benefits?","year":2010,"lang":"en","type":"letter","venue":"Gut","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Endoscopy; Observational study; Emergency department; Intensive care medicine; Audit; Therapeutic endoscopy; Portal hypertension; Upper gastrointestinal bleeding; General surgery; Esophagogastroduodenoscopy; Emergency medicine; Medical emergency; Surgery; Internal medicine; Cirrhosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004013233,0.000697208,0.001347258,0.002187324,0.0003538963,0.004275701,0.001230675,0.003091365,0.06946101],"category_scores_gemma":[0.0468394,0.0002955113,0.001403234,0.002497995,0.001061101,0.003819821,0.001564608,0.003249285,0.005486149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004169228,"about_ca_system_score_gemma":0.003016892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004302565,"about_ca_topic_score_gemma":0.005596168,"domain_scores_codex":[0.9964804,0.001723533,0.0002917199,0.0002278674,0.0009589425,0.0003175199],"domain_scores_gemma":[0.9768927,0.01333581,0.002970001,0.0005068977,0.002892587,0.003401964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001701938,0.0002018032,0.01284914,0.005369798,0.0005509031,0.0009919335,0.0001234596,0.001302365,0.0001470782,0.02207379,0.2838996,0.6707881],"study_design_scores_gemma":[0.00162151,0.001771156,0.1008387,0.06786729,0.00252645,0.01593633,0.003518861,0.005625165,0.0006491066,0.1024531,0.6968586,0.0003337092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01843166,0.3788639,0.0026176,0.5232273,0.01063595,0.0001935185,0.00422993,0.0001566526,0.06164346],"genre_scores_gemma":[0.3783745,0.4418294,0.005703825,0.1094314,0.04966097,0.0003170938,0.003556483,0.0002577121,0.01086867],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06946101,"threshold_uncertainty_score":0.2323703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916176325900781,"score_gpt":0.2767874102083003,"score_spread":0.2476256469492925,"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."}}