{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010234,0.0002339075,0.0003201063,0.000697217,0.0003300051,0.0005902874,0.0002021927,0.0003274091,0.001187731],"category_scores_gemma":[0.004909406,0.0001784109,0.0001778725,0.001427273,0.0003777722,0.000460616,0.0003139683,0.0003928136,0.0001428589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413819,"about_ca_system_score_gemma":0.000374018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008962542,"about_ca_topic_score_gemma":0.0006488152,"domain_scores_codex":[0.9990315,0.0005122331,0.0001251234,0.0000660851,0.0001473233,0.0001176492],"domain_scores_gemma":[0.995265,0.00086276,0.00335169,0.00008066159,0.0001620457,0.0002777444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169757,0.00002507236,0.9978849,0.00002927766,0.00002518807,0.0001687803,0.0001360071,0.00001592824,0.00007117544,0.00001183224,0.00005397851,0.001460925],"study_design_scores_gemma":[0.00001090039,0.0003129075,0.9956761,0.00007100921,0.00004041267,0.002635056,0.0005830154,0.0001119418,0.00009345279,0.00003997786,0.0004211113,0.000004018406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980909,0.001461385,0.00006009228,0.00008223941,0.000004527254,0.00000816964,0.00006743232,0.000001518541,0.0002236473],"genre_scores_gemma":[0.9993054,0.0005502606,0.00004518367,0.00002871586,0.00001335024,0.000006804554,0.00003116168,6.785842e-7,0.00001844408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001187731,"threshold_uncertainty_score":0.005342722,"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."}}