{"id":"W2609173926","doi":"10.1016/j.gie.2017.03.085","title":"330 Comparison of Glasgow-Blacthford, Rockall and Aims65 Scores for Predicting Upper GI Bleeding Outcomes in Patients With Cancer","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Western University","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Malignancy; Internal medicine; Cancer; Blood transfusion; Population; Emergency medicine; Intensive care 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":[0.002736579,0.001003362,0.001886785,0.001170995,0.0004269826,0.001869399,0.0008671527,0.001553604,0.001837871],"category_scores_gemma":[0.006723286,0.0005070007,0.003150576,0.001175455,0.0006107865,0.00183669,0.001426143,0.00160283,0.0004872602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233504,"about_ca_system_score_gemma":0.0007764162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787977,"about_ca_topic_score_gemma":0.003747398,"domain_scores_codex":[0.9988242,0.0004062821,0.0001684115,0.0001970705,0.0002009342,0.0002031595],"domain_scores_gemma":[0.996768,0.001369425,0.0006891893,0.0001774634,0.0003089099,0.0006869714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0419197,0.0005622663,0.9443967,0.000176432,0.003318835,0.00006329539,0.0001932043,0.0005004038,0.0003357865,0.0001295641,0.000444812,0.007959027],"study_design_scores_gemma":[0.002643572,0.008583299,0.9813802,0.00009736788,0.002486395,0.0001245906,0.0006957835,0.002707891,0.0001755939,0.0003281255,0.0007097963,0.00006749333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972485,0.001340526,0.0001135388,0.0001153607,0.00007788674,0.00003580021,0.0003608494,0.000005445712,0.0007020986],"genre_scores_gemma":[0.9979583,0.000471915,0.000157606,0.0000624499,0.0000774182,0.00003366868,0.0009995305,0.000004129004,0.0002349407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787977,"threshold_uncertainty_score":0.0144726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238409189638038,"score_gpt":0.3149570708768138,"score_spread":0.29111615191301,"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."}}