{"id":"W2080101232","doi":"10.1016/j.ijsu.2010.09.011","title":"Risk factors predictive of severe diverticular hemorrhage","year":2010,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Blood pressure; Diverticular disease; Bleed; Diverticulosis; Retrospective cohort study; Univariate analysis; Logistic regression; Colonoscopy; Surgery; Gastrointestinal bleeding; Blood transfusion; Lower gastrointestinal bleeding; Diverticulum (mollusc); Internal medicine; Multivariate analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003723804,0.0002789861,0.0002626995,0.0007507939,0.0002661108,0.0004483733,0.0001746632,0.000271407,0.002112261],"category_scores_gemma":[0.004006745,0.0001526996,0.0002496916,0.0006415145,0.0002982389,0.0002391064,0.0003188769,0.0006422296,0.0001501581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695887,"about_ca_system_score_gemma":0.0005082275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023592,"about_ca_topic_score_gemma":0.00110782,"domain_scores_codex":[0.9997,0.00007488704,0.00004628297,0.00003695596,0.00008323335,0.00005884116],"domain_scores_gemma":[0.9959638,0.001100363,0.001814099,0.0001127624,0.0002560776,0.0007528737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003844671,0.00001005789,0.9990396,0.000003940436,0.00001087866,0.0001052409,0.000008927204,0.00004517579,0.00006646753,0.000009204578,0.00005201789,0.0006100154],"study_design_scores_gemma":[0.000004707744,0.00006981253,0.9976762,0.000007356973,0.00002208007,0.001575262,0.00005579264,0.0002763286,0.0001061857,0.00004721401,0.0001554783,0.000003649048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988581,0.0002800509,0.0001486157,0.00008839033,0.000007008349,0.000007255001,0.0001379736,0.000005129105,0.0004675291],"genre_scores_gemma":[0.9995572,0.00007052669,0.0001431062,0.00001156224,0.00001549316,0.000002817492,0.0001541998,0.000001075848,0.00004391741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002112261,"threshold_uncertainty_score":0.00706625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928650853375501,"score_gpt":0.2630321332311851,"score_spread":0.2437456246974301,"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."}}