{"id":"W4229042588","doi":"10.1055/s-0042-1745408","title":"THE ROLE OF THE ENDOSCOPIC DOPPLER PROBE IN NON VARICEAL UPPER GASTROINTESTINAL BLEEDING: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2022,"lang":"en","type":"review","venue":"Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Systematic review; Endoscopy; Upper gastrointestinal endoscopy; Radiology; Surgery; Internal medicine; MEDLINE","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":[0.00688751,0.001803844,0.0129468,0.004251812,0.0005630141,0.002499643,0.001345836,0.001845498,0.003908042],"category_scores_gemma":[0.02439706,0.000898027,0.0179488,0.005265206,0.0006569871,0.001398469,0.001015291,0.001500368,0.0002793222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814172,"about_ca_system_score_gemma":0.0031361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800636,"about_ca_topic_score_gemma":0.01340556,"domain_scores_codex":[0.9953865,0.001846096,0.001563613,0.0004718495,0.000571462,0.0001604599],"domain_scores_gemma":[0.984088,0.01248262,0.002118317,0.0002565361,0.000918691,0.0001358408],"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":[0.001465544,0.00003432513,0.002705003,0.7780198,0.1900179,0.0001146983,0.00008213795,0.0002386607,0.0002597619,0.0001375219,0.0007990851,0.02612554],"study_design_scores_gemma":[0.0007544233,0.0003584642,0.005031737,0.09825626,0.8903891,0.0001969868,0.00007501925,0.0001277194,0.0001869511,0.0001944488,0.004398706,0.00003008141],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001299075,0.998099,0.0000909485,0.00008694189,0.00006808079,0.00007769762,0.0001437645,0.000004086737,0.0001304501],"genre_scores_gemma":[0.0412476,0.9569348,0.0005672746,0.000479312,0.0001558322,0.000258651,0.0002059549,0.000006852453,0.0001437584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0129468,"threshold_uncertainty_score":0.03642505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719319163088863,"score_gpt":0.3228301708404218,"score_spread":0.2756369792095332,"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."}}