{"id":"W3197343960","doi":"10.1111/jth.15516","title":"Risk factors for gastrointestinal bleeding in patients with gastrointestinal cancer using edoxaban","year":2021,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute; Ottawa Hospital; University of Ottawa","funders":"Daiichi Sankyo Company","keywords":"Medicine; Edoxaban; Gastrointestinal cancer; Gastrointestinal bleeding; Cancer; Internal medicine; Odds ratio; Gastroenterology; Logistic regression; Colorectal cancer; Surgery; Warfarin; Rivaroxaban","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001896472,0.0001684936,0.0005015492,0.000197829,0.00009127569,0.00005167892,0.00005487664,0.00001907398,0.00008340506],"category_scores_gemma":[0.0001837415,0.0001220535,0.0001348978,0.000244206,0.00004780139,0.000178086,0.00003983447,0.0002184005,1.239254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753202,"about_ca_system_score_gemma":0.000149835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001407214,"about_ca_topic_score_gemma":0.00006314852,"domain_scores_codex":[0.9988199,0.00002297707,0.0004106873,0.0001718726,0.000302864,0.0002716479],"domain_scores_gemma":[0.9988083,0.0001066079,0.0004293939,0.00008990915,0.0004221929,0.0001435624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252136,0.0001689158,0.9962737,0.00009001495,0.0001383237,0.00002275086,0.0001219268,0.0001246087,0.000171208,0.0000068341,0.0004073836,0.002049136],"study_design_scores_gemma":[0.005085292,0.001040304,0.9899771,0.001305136,0.0006859724,0.000133514,0.0009985102,0.0002536025,0.0002954655,0.00001728264,0.00009923585,0.0001085405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971669,0.0001287038,0.00180779,0.0005468819,0.00009724151,0.0001861604,0.00003148546,0.000005282249,0.00002949618],"genre_scores_gemma":[0.9644335,0.0001322639,0.0351566,0.00009288837,0.0001325403,0.000002104456,0.000006507988,0.00002140076,0.00002219851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03334881,"threshold_uncertainty_score":0.4977196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806661629043686,"score_gpt":0.3224980676076442,"score_spread":0.2644314513172074,"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."}}