{"id":"W1964314767","doi":"10.1016/j.gie.2008.05.031","title":"Endoscopic hemostasis in peptic ulcer bleeding for patients with high-risk lesions: a series of meta-analyses","year":2009,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Hemostasis; CLIPS; Subgroup analysis; Randomized controlled trial; Meta-analysis; Internal medicine; Surgery; Peptic; Gastroenterology; Peptic ulcer","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":["metaepi_narrow"],"category_scores_codex":[0.0004823632,0.001294091,0.006127659,0.0009079059,0.000127834,0.00005665415,0.0003172806,0.0001356543,0.0001393964],"category_scores_gemma":[0.002191555,0.0008201335,0.00168051,0.0008666225,0.0002112234,0.0001849559,0.00008923397,0.0006682705,0.00001868216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004063812,"about_ca_system_score_gemma":0.0005157168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003624719,"about_ca_topic_score_gemma":0.00004109412,"domain_scores_codex":[0.9951195,0.0002385855,0.001854982,0.001103218,0.0007417422,0.0009419587],"domain_scores_gemma":[0.9946856,0.001962189,0.001711416,0.0007205062,0.000578622,0.0003416024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007462851,0.02103369,0.3553112,0.1107451,0.03769054,0.001741964,0.0002567584,0.0002809784,0.0001619711,0.0009261894,0.002863513,0.4615252],"study_design_scores_gemma":[0.02755544,0.09422889,0.03299769,0.3357786,0.4697076,0.007614895,0.0003540835,0.00003164719,0.0003432162,0.0005167145,0.02820695,0.002664275],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007550698,0.9834404,0.0008700544,0.0001639979,0.0001154239,0.006520489,0.001020768,0.0001556498,0.0001624904],"genre_scores_gemma":[0.003283656,0.5736895,0.4204057,0.00003547456,0.0001419,0.001329772,0.0007540531,0.0001991583,0.0001607325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.458861,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109625131481103,"score_gpt":0.3669708445041549,"score_spread":0.2560083313560446,"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."}}