{"id":"W2082706427","doi":"10.7326/0003-4819-159-3-201308060-01002","title":"Acute Gastrointestinal Bleeding","year":2013,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Helicobacter pylori; Etiology; Peptic; Upper gastrointestinal bleeding; Internal medicine; Gastrointestinal bleeding; Helicobacter pylori infection; Population; Gastroenterology; Peptic ulcer; Nonsteroidal; Emergency department; GI bleeding; 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":[0.0002852608,0.0007258024,0.000624052,0.00128749,0.001168637,0.001950763,0.0004510087,0.001198655,0.1420338],"category_scores_gemma":[0.002322868,0.0002006677,0.0005052056,0.001536583,0.0002986644,0.001422752,0.001395187,0.001916902,0.05806358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008717456,"about_ca_system_score_gemma":0.001862443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083293,"about_ca_topic_score_gemma":0.006766901,"domain_scores_codex":[0.9994329,0.00006245814,0.00007274433,0.00008039303,0.0001968858,0.0001545149],"domain_scores_gemma":[0.9990702,0.00006508119,0.0001346008,0.00003878593,0.0002997817,0.0003916379],"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":[0.0001891377,0.0001135234,0.01943701,0.0004420713,0.00002869663,0.003269961,0.0001073719,0.00003435054,0.0004614892,0.001153237,0.8040069,0.1707562],"study_design_scores_gemma":[0.0001317108,0.0001458364,0.04854031,0.002127292,0.00006083379,0.01879844,0.0005172275,0.0001083689,0.0003372464,0.001609028,0.9275844,0.00003937829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03393342,0.1094364,0.003174697,0.04067719,0.0173947,0.001043647,0.01282715,0.001812273,0.7797006],"genre_scores_gemma":[0.2446297,0.1728083,0.00679852,0.05780191,0.03052201,0.0009585695,0.03606762,0.0008473621,0.4495659],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1420338,"threshold_uncertainty_score":0.4751505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479925748792182,"score_gpt":0.4174907851459366,"score_spread":0.2694982102667184,"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."}}