{"id":"W4293152801","doi":"10.1016/j.cjco.2022.08.002","title":"INTERBLEED: Design of an International Study of Risk Factors for Gastrointestinal Bleeding and Cardiovascular Events After Gastrointestinal Bleeding","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; McGill University Health Centre; McMaster University; University of Alberta; Population Health Research Institute","funders":"Daiichi Sankyo Company; Health Research Council of New Zealand; Canadian Institutes of Health Research; British Heart Foundation; National Health and Medical Research Council; Hamilton Health Sciences; Bristol-Myers Squibb; AstraZeneca; CSL Behring; Heart and Stroke Foundation of Canada; Daiichi Sankyo Europe; Sanofi; Bayer; Daiichi-Sankyo; Amgen","keywords":"Medicine; Gastrointestinal bleeding; Antithrombotic; Adverse effect; Observational study; Internal medicine; GI bleeding; Cohort study; Surgery; Intensive care medicine; Endoscopy","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"],"consensus_categories":[],"category_scores_codex":[0.001261515,0.0003188433,0.0008743511,0.0002903631,0.0001985445,0.00005565993,0.0005134285,0.00001812343,0.0001780379],"category_scores_gemma":[0.0006249612,0.0002890147,0.0002417788,0.0002044487,0.00007197864,0.0003150096,0.0007971455,0.000284169,7.917877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637953,"about_ca_system_score_gemma":0.00008922359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474812,"about_ca_topic_score_gemma":0.00001023306,"domain_scores_codex":[0.9975265,0.0001671702,0.0006557368,0.0006346296,0.0006500453,0.000365895],"domain_scores_gemma":[0.9981935,0.0004573846,0.0003883348,0.0004090194,0.0003353121,0.0002164452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002655307,0.002813901,0.9867461,0.00006531381,0.000753351,0.0001250828,0.001192862,0.003416969,0.001214425,0.00002299452,0.00004498995,0.0009486515],"study_design_scores_gemma":[0.01465315,0.03665053,0.905132,0.001208196,0.002678398,0.003659737,0.0260439,0.008286554,0.001036203,0.0001800208,0.00004953787,0.0004217807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926251,0.00006548641,0.004541307,0.00003523294,0.0001457869,0.002306737,0.000150591,0.00002775275,0.0001020357],"genre_scores_gemma":[0.9586055,0.000006428434,0.04067229,0.00001220708,0.00007825801,0.0004981059,0.00004638381,0.00005023208,0.00003055273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08161417,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513498125124991,"score_gpt":0.3052650021964104,"score_spread":0.2601300209451605,"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."}}