{"id":"W2464777874","doi":"10.1017/cem.2016.87","title":"LO050: The predictive value of pre-endoscopic risk scores to predict adverse outcomes among emergency department patients with upper gastrointestinal bleeding - a systematic review","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Upper gastrointestinal bleeding; Risk stratification; Internal medicine; Risk assessment; Predictive value; Predictive value of tests; Meta-analysis; Emergency medicine; Endoscopy","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":[0.00328391,0.001177048,0.007509924,0.003429796,0.0003759737,0.001896737,0.001471983,0.001454036,0.003506375],"category_scores_gemma":[0.01888797,0.0007710948,0.01083183,0.004308637,0.0005012361,0.001445184,0.001073057,0.001724179,0.0002740598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194717,"about_ca_system_score_gemma":0.003376242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047686,"about_ca_topic_score_gemma":0.03177942,"domain_scores_codex":[0.9980478,0.000522072,0.0007152379,0.0002577426,0.0003735314,0.00008350842],"domain_scores_gemma":[0.9887359,0.008436498,0.001782815,0.0001726579,0.0007139957,0.0001581623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002396033,0.00009411257,0.01705103,0.7389483,0.1581983,0.0001438661,0.0002261214,0.0002718231,0.0002544349,0.0002364167,0.002438443,0.07974114],"study_design_scores_gemma":[0.001968394,0.0005868535,0.03566876,0.1958599,0.7538149,0.0003616534,0.0003046886,0.0003768984,0.0002055544,0.0003986615,0.01033343,0.0001203633],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003622866,0.9954788,0.00009620274,0.00009988869,0.00007330572,0.00009363185,0.00035891,0.000007214318,0.0001691428],"genre_scores_gemma":[0.07275645,0.9245397,0.0009953188,0.0005456256,0.0001553356,0.0002053247,0.0005769191,0.000008814696,0.0002164463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01047686,"threshold_uncertainty_score":0.02083176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465775935708842,"score_gpt":0.3206226504227337,"score_spread":0.2859648910656453,"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."}}