{"id":"W3157215120","doi":"10.14309/ajg.0000000000001245","title":"ACG Clinical Guideline: Upper Gastrointestinal and Ulcer Bleeding","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":584,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; McGill University Health Centre","funders":"","keywords":"Medicine; CLIPS; Upper gastrointestinal bleeding; Endoscopy; Electrocoagulation; Hemostasis; Surgery; Guideline; Emergency department; Argon plasma coagulation","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":[0.01982104,0.002479356,0.008384504,0.01462731,0.001139828,0.004104975,0.005872141,0.005447911,0.01731324],"category_scores_gemma":[0.08929915,0.001502698,0.01214486,0.01250804,0.001335546,0.003422782,0.003583175,0.00337693,0.005992971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007111473,"about_ca_system_score_gemma":0.02623062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052094,"about_ca_topic_score_gemma":0.03435569,"domain_scores_codex":[0.9689119,0.009469518,0.01451264,0.001706136,0.004597659,0.0008021694],"domain_scores_gemma":[0.9330257,0.02284721,0.01637997,0.002367572,0.02342116,0.001958499],"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":[0.0003897688,0.00007174112,0.00159984,0.3741983,0.004400609,0.0002630306,0.0003280748,0.0008509912,0.0005253217,0.003247042,0.4770266,0.1370988],"study_design_scores_gemma":[0.00220166,0.0002005853,0.006819655,0.5938919,0.0104483,0.0006187834,0.0001691898,0.0006530515,0.00034854,0.005218807,0.3792866,0.0001430126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002615894,0.6430594,0.01705964,0.09357453,0.0129302,0.05593649,0.1256467,0.002198328,0.04697872],"genre_scores_gemma":[0.02899985,0.573499,0.1298148,0.06611381,0.005832779,0.08323287,0.09309255,0.0009130495,0.01850134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02052094,"threshold_uncertainty_score":0.1048249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369415544140367,"score_gpt":0.3308174931498389,"score_spread":0.3071233377084353,"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."}}