{"id":"W1879619233","doi":"10.1111/j.1537-2995.2009.02340.x","title":"Donor screening as a TRALI risk reduction strategy","year":2009,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apheresis; Transfusion-related acute lung injury; Medicine; Fresh frozen plasma; Intensive care medicine; Buffy coat; Transfusion medicine; Blood collection; Consensus conference; Blood transfusion; Platelet; Immunology; Internal medicine; Emergency medicine; Lung; Pulmonary edema","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00581582,0.0008261981,0.0008647842,0.00228488,0.0007677975,0.001875312,0.001836642,0.001372974,0.009400255],"category_scores_gemma":[0.008795664,0.0002244868,0.0007712278,0.0006245753,0.0004271928,0.001138545,0.003379687,0.002040746,0.001195186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321685,"about_ca_system_score_gemma":0.004696433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484926,"about_ca_topic_score_gemma":0.00141775,"domain_scores_codex":[0.9969023,0.001618707,0.0001760211,0.00028231,0.0006335665,0.0003871825],"domain_scores_gemma":[0.9959626,0.001095625,0.0005009477,0.0001592813,0.0009459589,0.001335709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008395392,0.002520028,0.03662048,0.001501851,0.0002594448,0.002050295,0.0006906533,0.00263116,0.001112162,0.01274588,0.04624812,0.8927804],"study_design_scores_gemma":[0.002183636,0.01335184,0.1539624,0.03169786,0.002269977,0.02189999,0.00489955,0.0358123,0.009755066,0.1024799,0.6212033,0.0004841766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.2042274,0.1583822,0.264634,0.2042769,0.007755298,0.008157684,0.001015891,0.003048585,0.1485019],"genre_scores_gemma":[0.8185989,0.04470167,0.07717753,0.03724021,0.004642543,0.002417174,0.001004083,0.0001519157,0.01406584],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009400255,"threshold_uncertainty_score":0.03144699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479038798621154,"score_gpt":0.2713295511061692,"score_spread":0.2465391631199577,"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."}}