{"id":"W1987306060","doi":"10.1016/j.jacr.2010.05.029","title":"ACR Appropriateness Criteria® on Upper Gastrointestinal Bleeding","year":2010,"lang":"en","type":"review","venue":"Journal of the American College of Radiology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Etiology; Resuscitation; Endoscopy; Intensive care medicine; Interventional radiology; Gastrointestinal bleeding; Radiology; Surgery; Internal medicine","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":[0.00188328,0.001342788,0.003689469,0.006466654,0.0004345358,0.0009620493,0.001099382,0.001066559,0.004879679],"category_scores_gemma":[0.01011085,0.0003111401,0.001655488,0.006318264,0.0006047895,0.0008111058,0.0006737592,0.001398402,0.001474656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115626,"about_ca_system_score_gemma":0.003528312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004869159,"about_ca_topic_score_gemma":0.00855948,"domain_scores_codex":[0.9964929,0.000832167,0.001073445,0.0001787882,0.001296693,0.0001259901],"domain_scores_gemma":[0.9936166,0.001888589,0.001974979,0.0001046586,0.002164053,0.0002510698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003842746,0.0000936048,0.006827902,0.03724164,0.001007449,0.0007801699,0.00006504848,0.0004713735,0.0007527851,0.001593554,0.2927187,0.6580635],"study_design_scores_gemma":[0.001137903,0.0003791072,0.06371138,0.05682686,0.005571195,0.009538191,0.0002168561,0.001482017,0.0008940336,0.004075142,0.8559874,0.0001799878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008608875,0.986678,0.0009122263,0.002285198,0.001511703,0.0001558531,0.0006250697,0.00007094205,0.006900031],"genre_scores_gemma":[0.0155471,0.9706532,0.005188208,0.002601659,0.002047342,0.0002624875,0.001954559,0.00002418673,0.001721375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006466654,"threshold_uncertainty_score":0.01632416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354667435661643,"score_gpt":0.3358691946658134,"score_spread":0.3004024510996491,"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."}}