{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001259226,0.0006501873,0.006767588,0.0002836917,0.0001956602,0.00005097158,0.0004920734,0.00005891707,0.0004357773],"category_scores_gemma":[0.0005370299,0.000284374,0.002608648,0.001459052,0.0001228162,0.00003970235,0.0003216719,0.0007801361,0.00001069215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476357,"about_ca_system_score_gemma":0.00024156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002160105,"about_ca_topic_score_gemma":0.00003196909,"domain_scores_codex":[0.9960926,0.000556447,0.001586266,0.0006086534,0.0006804982,0.0004755987],"domain_scores_gemma":[0.9960222,0.001506195,0.001247534,0.001004296,0.00008542451,0.0001344129],"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":[0.00001432169,0.0005750524,0.005705959,0.8874218,0.1046585,0.00007100884,0.00008136639,0.000001284022,0.000002011788,0.0004240176,0.0001695761,0.0008750575],"study_design_scores_gemma":[0.0002674261,0.0003817379,0.000150121,0.08208062,0.9038942,0.0005025743,0.00005851117,0.000007704346,0.000002724717,0.0000222687,0.01247831,0.0001538383],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001031339,0.9933946,0.000007991996,0.0003612405,0.00003679324,0.005703213,0.00005287428,0.0000187959,0.0004141852],"genre_scores_gemma":[0.0002800447,0.9926336,0.002127099,0.0001213831,0.0000255401,0.004220195,0.00003596602,0.00005677236,0.0004993561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8053412,"threshold_uncertainty_score":0.9999608,"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."}}