{"id":"W3157441605","doi":"10.14740/gr1380","title":"Gastric Antral Vascular Ectasia: Trends of Hospitalizations, Biodemographic Characteristics, and Outcomes With Watermelon Stomach","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Healthcare Cost and Utilization Project; Gastric antral vascular ectasia; Confounding; Comorbidity; Retrospective cohort study; Gastrointestinal bleeding; Inpatient care; Internal medicine; Pediatrics; Emergency medicine; Health care; Endoscopy; Argon plasma coagulation","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":[0.0004716093,0.0001392923,0.0002015482,0.0008306879,0.0002323534,0.0005480181,0.0002914367,0.0002559291,0.00111728],"category_scores_gemma":[0.001807232,0.0001605521,0.0004251757,0.001109993,0.000208726,0.0006815705,0.0004363984,0.0004751262,0.0001466721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463502,"about_ca_system_score_gemma":0.0003299466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004916083,"about_ca_topic_score_gemma":0.007783556,"domain_scores_codex":[0.999685,0.00004088867,0.00005891389,0.00007685608,0.00007054197,0.00006775626],"domain_scores_gemma":[0.9982389,0.000127627,0.001179935,0.00005422198,0.0001810883,0.0002182657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001802692,0.000006679011,0.9995438,0.00000391364,0.00001140019,0.00003316685,0.00001482943,0.00001161972,0.00002450307,0.000004858171,0.00004277884,0.0002843234],"study_design_scores_gemma":[0.000001295448,0.0000251548,0.9993957,0.000005519942,0.000007472969,0.0002785362,0.0001008758,0.00008525674,0.00002288417,0.000007276795,0.00006841985,0.000001480501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989323,0.000254091,0.00003351631,0.00005186916,0.000004159872,0.000004466987,0.0004650767,0.000002614397,0.0002518469],"genre_scores_gemma":[0.9991645,0.0001427965,0.00004591518,0.00002170551,0.000008450495,0.000004534225,0.0005598703,0.000001178931,0.00005115179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004916083,"threshold_uncertainty_score":0.009774923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261746488318764,"score_gpt":0.3124106809156137,"score_spread":0.2897932160324261,"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."}}