{"id":"W1878304849","doi":"10.1111/j.1537-2995.2008.02090.x","title":"TRALI: moving toward prevention","year":2009,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001779916,0.000414408,0.0006166229,0.0003135311,0.00009355904,0.00003428012,0.0001568387,0.0008567293,0.001634872],"category_scores_gemma":[0.000006353238,0.0003670884,0.0005193445,0.0002294726,0.00003550095,0.00008013722,0.00001360532,0.001625705,0.0001644062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008025039,"about_ca_system_score_gemma":0.00008363595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009431678,"about_ca_topic_score_gemma":0.00002040116,"domain_scores_codex":[0.9976799,0.00008254911,0.000463477,0.0006188756,0.0007045858,0.0004505649],"domain_scores_gemma":[0.9992491,0.00001992453,0.00007359614,0.0004845559,0.0000634342,0.0001094143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001264883,0.0002270693,0.00002094686,0.0009915964,0.0001240741,0.0007721216,0.0003294771,0.000001133438,0.001617008,0.00004364451,0.8901893,0.1055571],"study_design_scores_gemma":[0.00247161,0.0006795407,0.001219143,0.000880015,0.0009775839,0.00009000012,0.00003162835,0.00002242026,0.0009601649,0.0003044268,0.9919838,0.0003796566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003121579,0.0004201309,0.005377775,0.9561786,0.0006754751,0.002055198,0.00001128458,0.0004438918,0.03171604],"genre_scores_gemma":[0.00657981,0.004108837,0.001621137,0.9402536,0.003031796,0.0000729775,0.0009200391,0.0001275371,0.04328427],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1051774,"threshold_uncertainty_score":0.9998781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327901907241501,"score_gpt":0.2800290501789994,"score_spread":0.2472388594548493,"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."}}