{"id":"W4283779366","doi":"10.1016/j.thromres.2022.06.009","title":"Source of upper gastrointestinal bleeding in cancer patients: A cross-sectional study","year":2022,"lang":"en","type":"letter","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Medicine; Cancer; Gastrointestinal cancer; Upper gastrointestinal bleeding; Gastroenterology; Gastrointestinal bleeding; Internal medicine; Colorectal cancer; Endoscopy; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002332833,0.0003790328,0.001175991,0.00161335,0.0003185397,0.0001006032,0.000607311,0.0002268128,0.01054553],"category_scores_gemma":[0.0004011187,0.0003639598,0.0002554563,0.001189009,0.0003350095,0.0001089322,0.001071143,0.00455607,0.00005804524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456466,"about_ca_system_score_gemma":0.0004286803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112701,"about_ca_topic_score_gemma":0.0001362916,"domain_scores_codex":[0.9925708,0.0005607186,0.0009572653,0.00098666,0.003771376,0.001153142],"domain_scores_gemma":[0.9976379,0.0004921167,0.0002414407,0.0006718316,0.0008371038,0.0001195822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000867988,0.003349954,0.6963829,0.0005482708,0.0002331338,0.00005739673,0.0005383532,0.00004302663,0.00005805692,0.000005495551,0.298558,0.0001386173],"study_design_scores_gemma":[0.001948507,0.003549632,0.9270692,0.0004932674,0.00009579093,0.000006810461,0.0005895952,0.00003162252,0.00001767325,0.00001884019,0.06594098,0.0002380544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601411,0.0001057267,0.000002545599,0.03241385,0.0003354683,0.00296573,0.00008216972,0.00004820302,0.003905243],"genre_scores_gemma":[0.9595503,0.0003342172,0.0001214247,0.03060392,0.002321043,0.002628224,0.0004655525,0.0002431822,0.003732148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.232617,"threshold_uncertainty_score":0.9998812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210565182500422,"score_gpt":0.4276923248927919,"score_spread":0.3066358066427497,"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."}}