{"id":"W4323306302","doi":"10.7326/m23-0449","title":"What Is the Current Role of an Over-the-Scope Clip Used as First-Line Endoscopic Hemostasis in Patients With Nonvariceal Upper Gastrointestinal Bleeding?","year":2023,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; CLIPS; Hemostasis; Randomized controlled trial; Gold standard (test); General surgery; Endoscopy; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004989956,0.0008191083,0.003295484,0.001244437,0.0008423072,0.003912677,0.001712575,0.005994329,0.008898031],"category_scores_gemma":[0.02247573,0.0003872014,0.001592336,0.00103155,0.001622185,0.003847023,0.0004558155,0.008198116,0.004480147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402327,"about_ca_system_score_gemma":0.002378349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025357,"about_ca_topic_score_gemma":0.001720779,"domain_scores_codex":[0.9974649,0.0006863707,0.0005215455,0.0002906681,0.000858245,0.000178312],"domain_scores_gemma":[0.9816152,0.01023838,0.00182167,0.0003218629,0.00504471,0.0009581351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001885416,0.0001244069,0.0009839127,0.01463265,0.0005113686,0.0005246219,0.0001048953,0.0001163919,0.0004704077,0.001665543,0.6599181,0.3190624],"study_design_scores_gemma":[0.0009660735,0.0004927529,0.0025612,0.02510917,0.001110357,0.002036081,0.0003519555,0.0003427971,0.0005937029,0.004442029,0.9619114,0.00008245257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001621579,0.5713956,0.0005657379,0.1445898,0.2723742,0.00008409854,0.0003222075,0.0001074917,0.008939208],"genre_scores_gemma":[0.009290551,0.3866643,0.0006584966,0.07710468,0.5225819,0.00006763129,0.0002242407,0.00007628535,0.00333192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008898031,"threshold_uncertainty_score":0.02976686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870368436921209,"score_gpt":0.3276752179611539,"score_spread":0.2889715335919418,"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."}}