{"id":"W2116612251","doi":"10.1186/cc1071","title":"The attributable mortality and length of intensive care unit stay of clinically important gastrointestinal bleeding in critically ill patients","year":2001,"lang":"en","type":"article","venue":"Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":621,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Queen's University; McMaster University","funders":"Medical Research Council; Canadian Institutes of Health Research; Medical Research Council Canada","keywords":"Medicine; Mechanical ventilation; Intensive care unit; Bleed; Gastrointestinal bleeding; Cohort; Population; Intensive care; APACHE II; Proportional hazards model; Internal medicine; Emergency medicine; Surgery; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001298212,0.0004453922,0.0004068567,0.001241302,0.0002491876,0.0004199256,0.000654818,0.0005108847,0.001024383],"category_scores_gemma":[0.008110902,0.0002224963,0.0006417334,0.0007693964,0.0002773244,0.000384067,0.0005751931,0.0004958573,0.0001339847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110828,"about_ca_system_score_gemma":0.0008001473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084689,"about_ca_topic_score_gemma":0.01534098,"domain_scores_codex":[0.9990097,0.0003379941,0.00009283826,0.0001544902,0.0003106857,0.0000942056],"domain_scores_gemma":[0.9964576,0.0009248958,0.001716004,0.0002350707,0.0003375759,0.0003288226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001761337,0.00001604349,0.9975395,0.00002301724,0.0001475237,0.00002916402,0.00002423912,0.0002482673,0.0001128695,0.00002526874,0.0001046056,0.001553281],"study_design_scores_gemma":[0.00001737624,0.00007901049,0.9982722,0.000009699636,0.00005212642,0.000136809,0.00003579683,0.001147029,0.00008329761,0.0000344693,0.0001265959,0.000005561206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979961,0.0003737924,0.0003874039,0.0000572649,0.000005554882,0.00002276429,0.0009670815,0.000006580563,0.0001834893],"genre_scores_gemma":[0.9981968,0.0001177967,0.0002668176,0.00002455479,0.00001279513,0.00002021961,0.001282301,0.000001479504,0.00007725391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084689,"threshold_uncertainty_score":0.0414511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07366892091799673,"score_gpt":0.3964228465635382,"score_spread":0.3227539256455414,"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."}}