{"id":"W4281261411","doi":"10.1111/den.14356","title":"Role of the endoscopic Doppler probe in <scp>nonvariceal</scp> upper gastrointestinal bleeding: Systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"King Saud University","keywords":"Medicine; Upper gastrointestinal bleeding; Meta-analysis; Observational study; Odds ratio; Endoscopy; Internal medicine; Intensive care unit; Hemostasis; MEDLINE; Systematic review; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01081073,0.002043888,0.01571933,0.005805919,0.0004811122,0.00275085,0.001820966,0.001981666,0.002513557],"category_scores_gemma":[0.02760324,0.001181066,0.02466117,0.00727293,0.0006888384,0.001451378,0.00107777,0.001445603,0.0002302427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904138,"about_ca_system_score_gemma":0.003273387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536397,"about_ca_topic_score_gemma":0.01141203,"domain_scores_codex":[0.9939725,0.002764238,0.001832647,0.000570649,0.0006876324,0.0001723504],"domain_scores_gemma":[0.9814972,0.01405844,0.002683399,0.0003948634,0.001178289,0.00018785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001865065,0.0000349752,0.002987473,0.5695854,0.4034767,0.0001104447,0.00007723161,0.0003536914,0.0002523047,0.0001169887,0.0005266372,0.02061301],"study_design_scores_gemma":[0.0004744799,0.0002943221,0.00368656,0.04403704,0.9488026,0.0001119,0.0000469706,0.0001463736,0.0001463248,0.0001292437,0.00210203,0.00002202997],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001826843,0.99751,0.0001632834,0.00009588466,0.00005914842,0.00008862252,0.0001369835,0.000007428981,0.00011188],"genre_scores_gemma":[0.07136259,0.9260811,0.001043669,0.0004834992,0.0001680342,0.0004113276,0.0002948866,0.00001263971,0.000142266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01571933,"threshold_uncertainty_score":0.05717331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540177689330462,"score_gpt":0.314744257018539,"score_spread":0.2693424801252344,"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."}}