{"id":"W4319063145","doi":"10.14309/ajg.0000000000002130","title":"Management of Patients With Acute Lower Gastrointestinal Bleeding: An Updated ACG Guideline","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Colonoscopy; Lower gastrointestinal bleeding; Guideline; Antithrombotic; Risk stratification; Grading (engineering); Intensive care medicine; Radiology; Internal medicine; Colorectal cancer","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":[0.002789912,0.001006097,0.001327926,0.002524333,0.0007858999,0.001645612,0.001939242,0.004120999,0.003539611],"category_scores_gemma":[0.01168887,0.000435747,0.002247065,0.002478795,0.0004405935,0.001198675,0.001105538,0.005358127,0.002469642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002988275,"about_ca_system_score_gemma":0.008418071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02921958,"about_ca_topic_score_gemma":0.05002677,"domain_scores_codex":[0.9965171,0.0011048,0.0009876032,0.0001405543,0.00100268,0.0002473205],"domain_scores_gemma":[0.9928791,0.001135178,0.0008341625,0.0001186345,0.004377327,0.000655627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004518982,0.0001678653,0.003075171,0.001291408,0.000128368,0.0005044773,0.000119318,0.0007803414,0.0001965376,0.001431825,0.8339662,0.1582934],"study_design_scores_gemma":[0.0005495894,0.0001474392,0.02148894,0.01956752,0.0005960516,0.003212166,0.0002649917,0.002411895,0.0003028939,0.003966175,0.9473853,0.0001071613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01119546,0.2297903,0.02190393,0.5474762,0.01988934,0.005194661,0.01777688,0.001939919,0.1448333],"genre_scores_gemma":[0.06182015,0.3812748,0.182531,0.2549624,0.01610492,0.008423935,0.05679935,0.000452936,0.03763057],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02921958,"threshold_uncertainty_score":0.05809903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008838719810044169,"score_gpt":0.2566751162370282,"score_spread":0.247836396426984,"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."}}