{"id":"W2128812754","doi":"10.1136/gutjnl-2011-301959","title":"Recurrent epigastric pain with obscure GI bleeding; think beyond the bowel?","year":2012,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Epigastric pain; Surgery; Gastrointestinal bleeding; Angiography; Aspirin; Rheumatoid arthritis; Abdominal pain; Chest pain; Extravasation; Myocardial infarction; Gastroenterology; Internal medicine; Radiology; Vomiting","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":[0.001001745,0.000154402,0.0001764066,0.00005763465,0.0001240741,0.00002370173,0.0001055829,0.00002416277,0.0001600325],"category_scores_gemma":[0.0002827452,0.000073885,0.00008001038,0.0002102584,0.000107171,0.00007194804,0.00004648322,0.0003540136,0.0002397552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000813666,"about_ca_system_score_gemma":0.00008516738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003596482,"about_ca_topic_score_gemma":0.000009568036,"domain_scores_codex":[0.99856,0.000127437,0.0001544277,0.0001697895,0.0004228445,0.0005655743],"domain_scores_gemma":[0.9989932,0.0001634298,0.00005721491,0.0003126583,0.00008614018,0.0003873192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004352676,0.0008185947,0.9061858,0.0000838245,0.0002028686,0.0002937054,0.0005945317,0.000001174152,0.0001790759,0.001052277,0.04214314,0.04800974],"study_design_scores_gemma":[0.003093024,0.006129556,0.9504151,0.0003821058,0.0003048143,0.00185684,0.001249419,0.0001627907,0.0003436959,0.0003517723,0.03548692,0.0002240119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615024,0.004142018,0.0005440717,0.01277931,0.0002981678,0.001277831,0.00001589588,0.000146155,0.01929409],"genre_scores_gemma":[0.995192,0.0000532265,0.00223314,0.0003936245,0.0004920427,0.00004058025,0.0000247093,0.00002045969,0.001550253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04778573,"threshold_uncertainty_score":0.3081648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376657030028279,"score_gpt":0.2798143677411652,"score_spread":0.2560477974408824,"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."}}