{"id":"W2106199402","doi":"10.1111/j.1537-2995.2011.03083.x","title":"How do I investigate septic transfusion reactions and blood donors with culture‐positive platelet donations?","year":2011,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Medicine; Platelet; Platelet transfusion; Immunology; Transfusion reaction; Blood culture; Blood transfusion; Transfusion medicine; Intensive care medicine; Microbiology; Biology; Antibiotics","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":[0.008289712,0.0004296057,0.000786062,0.001699135,0.001247175,0.002736608,0.001138979,0.004700346,0.002905813],"category_scores_gemma":[0.0573953,0.0005003816,0.0007824312,0.001324315,0.002012994,0.003329786,0.001143359,0.00274827,0.001605628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008775344,"about_ca_system_score_gemma":0.00239993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304159,"about_ca_topic_score_gemma":0.003054483,"domain_scores_codex":[0.9950664,0.002371317,0.0008514127,0.000274142,0.0007982001,0.0006384596],"domain_scores_gemma":[0.978761,0.009450559,0.005099731,0.0007832106,0.00378058,0.002124979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000587571,0.0006988767,0.8578016,0.0008759141,0.0001393126,0.00802888,0.007227388,0.0001420073,0.001101501,0.0009096374,0.01675712,0.1057302],"study_design_scores_gemma":[0.0002472438,0.003395752,0.7117501,0.007884209,0.0007905709,0.07427172,0.09185091,0.001015966,0.006669224,0.01247526,0.08934313,0.0003059758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7562687,0.03663382,0.006188243,0.1523522,0.004292105,0.000453656,0.0004325284,0.0001291501,0.0432496],"genre_scores_gemma":[0.9314756,0.01967497,0.00715986,0.0345128,0.003085356,0.0002365009,0.0002039565,0.00005794704,0.003593093],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008289712,"threshold_uncertainty_score":0.04384071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198368982645375,"score_gpt":0.2075261686125394,"score_spread":0.1855424787860857,"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."}}