{"id":"W2790466299","doi":"10.1093/jcag/gwy009.060","title":"A60 PREDICTIVE FACTORS OF INTENSIVE CARE UNIT ADMISSION AND MORTALITY IN CIRRHOTIC PATIENTS WITH UPPER GASTROINTESTINAL BLEEDS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Intensive care unit; Etiology; Cirrhosis; Emergency department; Retrospective cohort study; Alcoholic liver disease; Liver disease; Internal medicine; Emergency medicine; Intensive care medicine; Endoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002838742,0.0002001157,0.0002525168,0.0006143209,0.0004138588,0.0005205885,0.0002051942,0.0003101506,0.001990237],"category_scores_gemma":[0.002557013,0.0001600327,0.0003038626,0.000741312,0.0002785903,0.000288552,0.0004332828,0.0006837852,0.0001759669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018607,"about_ca_system_score_gemma":0.0005762022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007162998,"about_ca_topic_score_gemma":0.01031874,"domain_scores_codex":[0.9997111,0.00006776146,0.00004253202,0.00003046551,0.00006227079,0.00008579553],"domain_scores_gemma":[0.9982617,0.0003619913,0.0006488992,0.0000528883,0.0001777422,0.0004967346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005168654,0.000008309604,0.9994763,0.000003162379,0.000006882409,0.00004981851,0.00001284662,0.0000176816,0.00003837111,0.000004111552,0.00003861972,0.0002922487],"study_design_scores_gemma":[0.000002827876,0.00004815196,0.9992975,0.000007356563,0.00001031416,0.0001923385,0.0001359091,0.0002015328,0.00002297176,0.00001317046,0.00006563433,0.000002285785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991014,0.0002253092,0.00002615255,0.00006923786,0.000008092739,0.000005039836,0.0001016043,0.000001956352,0.0004611942],"genre_scores_gemma":[0.9997343,0.00005771799,0.00002258465,0.00001344963,0.00001090962,0.00000239562,0.0001146065,5.654588e-7,0.00004339226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007162998,"threshold_uncertainty_score":0.01424259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005807297140938624,"score_gpt":0.2161914867213143,"score_spread":0.2103841895803757,"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."}}