{"id":"W4298877719","doi":"10.1201/b13486-18","title":"Upper gastrointestinal bleeding","year":2009,"lang":"en","type":"article","venue":"","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science; Upper gastrointestinal bleeding; Data science; World Wide Web; Surgery; Endoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006396365,0.0005363388,0.001335989,0.001278204,0.0006899984,0.001219781,0.0005155912,0.0009494328,0.02805863],"category_scores_gemma":[0.003048686,0.0001044752,0.0007323114,0.001398112,0.0003145633,0.0008079523,0.0007021048,0.002166217,0.01206511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253983,"about_ca_system_score_gemma":0.0009272639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162828,"about_ca_topic_score_gemma":0.003497135,"domain_scores_codex":[0.9991872,0.0001450748,0.0001267566,0.00005499573,0.0003890782,0.00009699749],"domain_scores_gemma":[0.9990958,0.0001007514,0.0001820084,0.00006659106,0.0002802717,0.000274594],"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":[0.0004666027,0.000263197,0.02140859,0.001801353,0.0001515131,0.003215389,0.00009854405,0.0001088022,0.001586341,0.002808526,0.3980468,0.5700444],"study_design_scores_gemma":[0.0002685452,0.0005984795,0.06936014,0.004186266,0.0001844127,0.02799632,0.0001904503,0.0001619976,0.0008463485,0.002717785,0.8934302,0.0000591749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02445359,0.3763877,0.01318033,0.06500623,0.01044552,0.00124702,0.006871673,0.001745781,0.5006621],"genre_scores_gemma":[0.2439951,0.4246615,0.03835091,0.06741596,0.01348308,0.001248193,0.02027318,0.0005063086,0.1900659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02805863,"threshold_uncertainty_score":0.09386545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048817880783806,"score_gpt":0.2789892700000237,"score_spread":0.2585010911921857,"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."}}