{"id":"W4296608947","doi":"10.1371/journal.pone.0275126","title":"Mortality and its associated factors in transfused patients at a tertiary hospital in Uganda","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Uganda Cancer Institute","keywords":"Medicine; Sepsis; Internal medicine; Diabetes mellitus; Mortality rate; Blood transfusion; Retrospective cohort study; Kidney disease; Intensive care unit; Disease; Pediatrics","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":[0.0004960357,0.0002436042,0.0004345321,0.0008710872,0.0007602419,0.0006971217,0.0002930209,0.0003146878,0.0008428993],"category_scores_gemma":[0.002463259,0.0002959704,0.0002319045,0.001494253,0.0003403593,0.0004404238,0.0008078753,0.0006635051,0.0001105607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182406,"about_ca_system_score_gemma":0.0004862315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004300235,"about_ca_topic_score_gemma":0.005205129,"domain_scores_codex":[0.9993178,0.0002553702,0.0001324285,0.0000648976,0.00008358932,0.000145874],"domain_scores_gemma":[0.9985286,0.0002270215,0.0008434494,0.00005834961,0.0001174039,0.000225179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005869914,0.00001938212,0.9982681,0.00001481752,0.00001442187,0.0002839581,0.000203159,0.00001496689,0.00009555191,0.00001116366,0.00007197547,0.0009437968],"study_design_scores_gemma":[0.0000067008,0.0002035473,0.9962921,0.00003790571,0.00001947933,0.001699703,0.001237985,0.0001421762,0.00009129872,0.00003344216,0.0002271154,0.000008596623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994596,0.0002661826,0.00002169814,0.00005171176,0.000002418649,0.000004551483,0.00007662769,0.000001610209,0.0001156911],"genre_scores_gemma":[0.9995103,0.0002319515,0.00004414428,0.00004164353,0.000007057387,0.000007031194,0.0001074719,7.864465e-7,0.0000496264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004300235,"threshold_uncertainty_score":0.008550406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681479067852689,"score_gpt":0.232518905356079,"score_spread":0.1957041146775521,"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."}}