{"id":"W2060441209","doi":"10.1016/j.cjca.2014.07.383","title":"PEPTIC ULCER DISEASE IS THE MAJOR CAUSE OF SEVERE GASTROINTESTINAL BLEEDING AFTER CARDIAC SURGERY","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Perioperative; Complication; Incidence (geometry); Surgery; GI bleeding; Cardiac surgery; Gastrointestinal bleeding; Internal medicine; Endoscopy; Heart failure; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002338661,0.0003210185,0.0007799448,0.001023022,0.0006835102,0.0006578872,0.0002433655,0.0005352806,0.004684107],"category_scores_gemma":[0.001174495,0.0001223553,0.0003755492,0.001731352,0.0002091116,0.0001557469,0.0003099183,0.0007269993,0.0007660376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502334,"about_ca_system_score_gemma":0.001733476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742812,"about_ca_topic_score_gemma":0.02803904,"domain_scores_codex":[0.9995309,0.00004149228,0.00004172597,0.00003713195,0.0002494752,0.00009924978],"domain_scores_gemma":[0.9993221,0.00006481432,0.0002215199,0.00001322153,0.0001425946,0.0002357745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003550395,0.0003984541,0.8342532,0.0008395442,0.0002903377,0.00888739,0.000170518,0.00008722825,0.00251036,0.0007198597,0.02601143,0.1254765],"study_design_scores_gemma":[0.00002962387,0.000198815,0.9673997,0.0003092335,0.0001420145,0.01412003,0.0003776852,0.0001348205,0.0002283098,0.0002619502,0.01677713,0.00002072302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7972808,0.1241714,0.0007566913,0.007394309,0.00142648,0.0002473836,0.005234627,0.0001286138,0.06335978],"genre_scores_gemma":[0.9498534,0.03839282,0.0006602475,0.001438527,0.001640795,0.00002838688,0.002661951,0.00001400423,0.005309922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742812,"threshold_uncertainty_score":0.03465337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721885608643955,"score_gpt":0.2325775599283069,"score_spread":0.2153587038418674,"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."}}