{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000867016,0.0009987417,0.009296579,0.0006898495,0.0001403962,0.00004479842,0.0004916018,0.0001042718,0.0002886346],"category_scores_gemma":[0.002208464,0.0005748023,0.002574963,0.00231982,0.0001871217,0.00008210973,0.0004127383,0.001020671,0.00001684641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698413,"about_ca_system_score_gemma":0.0004005796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002167659,"about_ca_topic_score_gemma":0.00001392267,"domain_scores_codex":[0.9951522,0.0006663803,0.00174735,0.0009785464,0.0007911749,0.0006643629],"domain_scores_gemma":[0.9939277,0.003137005,0.001594592,0.0009196452,0.0001698597,0.0002512398],"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":[0.000005216889,0.0009057683,0.02568619,0.9012514,0.07114317,0.0001202197,0.0001843599,0.0000029147,0.000005292649,0.0004050901,0.0001307544,0.0001596223],"study_design_scores_gemma":[0.0004228529,0.0005773084,0.001629066,0.1713259,0.8199686,0.0009460774,0.0001998826,0.000005125306,0.00000831125,0.0000195419,0.004750765,0.0001465634],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006524297,0.991903,0.0000100449,0.0001170365,0.00003960645,0.006791848,0.0001874363,0.00004580309,0.0008399853],"genre_scores_gemma":[0.0004209639,0.9918674,0.002393203,0.0001585678,0.00003096602,0.004424672,0.0001379043,0.00009740073,0.0004688703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7488254,"threshold_uncertainty_score":0.9996703,"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."}}