{"id":"W2752711100","doi":"10.14740/gr851e","title":"Gastrointestinal Bleeding Successfully Treated Using Interventional Radiology","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Interventional radiology; Hemostasis; Gastrointestinal bleeding; Embolization; Hemorrhagic shock; GI bleeding; Shock (circulatory); Endoscopy; Surgery; Radiology; Endoscopic treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550533,0.001833418,0.001145351,0.001898697,0.001692763,0.0009981561,0.0008644681,0.003926822,0.001461001],"category_scores_gemma":[0.001828007,0.0004771638,0.00201811,0.001106927,0.001288352,0.001160041,0.001251643,0.00291925,0.001154271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768421,"about_ca_system_score_gemma":0.0008085319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006694988,"about_ca_topic_score_gemma":0.001041966,"domain_scores_codex":[0.9994866,0.0000685641,0.00006389073,0.000104608,0.00008445126,0.0001919412],"domain_scores_gemma":[0.9995654,0.00007133705,0.0000735621,0.00009222822,0.00003700123,0.0001603849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007174512,0.0002027076,0.006645307,0.00009525946,0.00005624206,0.97137,0.0001427463,0.0002571885,0.003932992,0.0004633532,0.001823776,0.01493855],"study_design_scores_gemma":[0.0000473733,0.0001441196,0.003499058,0.00005027601,0.0000627081,0.9887382,0.0000609807,0.0005169635,0.001743746,0.0003817851,0.004729111,0.00002558656],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981701,0.04718966,0.03787434,0.01841491,0.004867095,0.001050787,0.000541531,0.002517882,0.08937375],"genre_scores_gemma":[0.9613524,0.01445147,0.008368402,0.004792967,0.004102238,0.0001643677,0.0004541815,0.0001386711,0.006175433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926822,"threshold_uncertainty_score":0.004887521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686383488604002,"score_gpt":0.4328103765266318,"score_spread":0.2641720276662316,"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."}}