{"id":"W2341708067","doi":"10.1111/trf.13594","title":"Platelet transfusion therapy in sub‐Saharan Africa: bacterial contamination, recipient characteristics, and acute transfusion reactions","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Interquartile range; Gram staining; Platelet; Platelet transfusion; Blood transfusion; Internal medicine; Confidence interval; Surgery; Antibiotics; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005918519,0.0004667981,0.0007020121,0.000546706,0.0002504977,0.00004300262,0.0001375175,0.0003352472,0.001037533],"category_scores_gemma":[0.00002405973,0.0003333013,0.0002073246,0.0004612401,0.0001575592,0.000344795,0.00001948182,0.0003485288,0.00004932914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141947,"about_ca_system_score_gemma":0.0000735896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543989,"about_ca_topic_score_gemma":0.0005310967,"domain_scores_codex":[0.9969662,0.0001738856,0.0008937919,0.0008473435,0.0005541104,0.0005646506],"domain_scores_gemma":[0.9988618,0.0001254984,0.00009764668,0.0004461906,0.0001469588,0.0003218282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003491057,0.0007071787,0.001493233,0.00007146651,0.00008550175,0.00009405817,0.001282243,1.235506e-7,0.6756614,0.0001523546,0.0002719726,0.3166894],"study_design_scores_gemma":[0.04842093,0.003299779,0.4328611,0.001787842,0.0004522803,0.0002813,0.0002227148,0.00006732473,0.2362322,0.0001693069,0.2751174,0.001087864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833109,0.0003645335,0.004312509,0.007117783,0.0008279706,0.00256033,0.0001117094,0.0002177322,0.001176551],"genre_scores_gemma":[0.7995898,0.1989961,0.0001760542,0.0002297388,0.0001656588,0.000151096,0.0001117878,0.00006621396,0.0005136025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4394292,"threshold_uncertainty_score":0.9999119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712249560687457,"score_gpt":0.2422819620098702,"score_spread":0.2251594664029956,"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."}}