{"id":"W274464643","doi":"10.1155/2014/291289","title":"Regional Differences in Outcomes of Nonvariceal upper Gastrointestinal Bleeding in Saskatchewan","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Logistic regression; Upper gastrointestinal bleeding; Comorbidity; Endoscopy; Specialty; Mortality rate; Retrospective cohort study; Internal medicine; Charlson comorbidity index; Emergency medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006638087,0.000302655,0.0002873016,0.001144965,0.0005851176,0.0008119058,0.0007249242,0.000276661,0.002426073],"category_scores_gemma":[0.001822136,0.0002571042,0.0004109898,0.002877619,0.0005579713,0.000325424,0.001018032,0.000413975,0.0003507185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006197535,"about_ca_system_score_gemma":0.00810928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7444759,"about_ca_topic_score_gemma":0.8699849,"domain_scores_codex":[0.9993811,0.0001503805,0.0000598714,0.0001103,0.0001095969,0.0001887245],"domain_scores_gemma":[0.9979458,0.000270429,0.0007299946,0.0001219927,0.0004866835,0.000445147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007500571,0.00001667602,0.9955805,0.00002364433,0.0001087024,0.0001918724,0.0002669102,0.0001785041,0.0004131094,0.00005667735,0.0005649627,0.00252344],"study_design_scores_gemma":[0.000007869627,0.0000188722,0.998556,0.00001926914,0.00002291891,0.0001096824,0.0006591477,0.0001920405,0.00006427135,0.00002654485,0.0003145544,0.000008876253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960317,0.0002419017,0.0001536277,0.0002006388,0.00001052958,0.0000279851,0.001954219,0.000009613274,0.001369777],"genre_scores_gemma":[0.9979633,0.0002738512,0.0001431098,0.0001085394,0.000004424405,0.00002860715,0.001094516,0.000005823668,0.0003778406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555241,"threshold_uncertainty_score":0.5140579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011003908262892,"score_gpt":0.2413824452707488,"score_spread":0.2212724061881199,"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."}}