{"id":"W4411128741","doi":"10.1111/vox.70053","title":"Platelet component safety in the era of new advancements in bacterial screening and pathogen reduction: A congress report of the 2024 <scp>ISBT</scp> Transfusion‐Transmitted Infectious Diseases Working Party, Bacteria Subgroup","year":2025,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Etablissement Français du Sang; Canadian Blood Services; NHS Blood and Transplant","keywords":"Medicine; Platelet transfusion; Residual risk; Transfusion medicine; Blood transfusion; Platelet; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006513342,0.0004753991,0.001803346,0.0003266202,0.00009697492,0.00003306996,0.0002995073,0.000243537,0.0001148166],"category_scores_gemma":[0.0001333203,0.0003054672,0.00047688,0.001135737,0.000153732,0.00006452039,0.0001180594,0.0006560101,6.702429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000598748,"about_ca_system_score_gemma":0.0003300214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004267473,"about_ca_topic_score_gemma":0.0003270385,"domain_scores_codex":[0.9964526,0.0004680404,0.001627723,0.0005982732,0.0005136589,0.0003397337],"domain_scores_gemma":[0.9982846,0.0003356118,0.0005402219,0.0006716085,0.00005815592,0.0001098313],"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":[0.0002731191,0.0007384957,0.002719156,0.01678594,0.0006614451,0.0004936985,0.002391722,0.000004064434,0.0002242005,0.0001164017,0.001291323,0.9743004],"study_design_scores_gemma":[0.004576174,0.0001621493,0.01741369,0.04289361,0.002070907,0.0003848995,0.000482446,0.000002161785,0.00004682424,0.00003763111,0.9317545,0.0001749832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07004282,0.9168491,0.0001581581,0.0005876616,0.003225363,0.007274567,0.0003530557,0.00005752752,0.001451778],"genre_scores_gemma":[0.01170953,0.9867051,0.0001923487,0.0000975365,0.000249238,0.000188892,0.000426156,0.00004534754,0.000385842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9741254,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303557448176338,"score_gpt":0.2902647295215927,"score_spread":0.2672291550398294,"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."}}