{"id":"W4415646233","doi":"10.1111/vox.70133","title":"Pathogen inactivation of red cell concentrates and whole blood: <scp>I</scp> . History, technologies and in vitro product preservation studies","year":2025,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Haemolysis; Red Cell; Red blood cell; Hemolysis; In vitro; Pathogen; Cell","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":[0.0005759411,0.0008528827,0.001004253,0.00238152,0.0002182789,0.0008598714,0.0005659302,0.0008523688,0.004348976],"category_scores_gemma":[0.0007588993,0.0002521192,0.0006860505,0.002022662,0.0004097696,0.0008892738,0.0004478949,0.0009712911,0.002118014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505378,"about_ca_system_score_gemma":0.0009602788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444856,"about_ca_topic_score_gemma":0.001568395,"domain_scores_codex":[0.9996279,0.00005624982,0.00006670461,0.00006532658,0.0001582547,0.00002551046],"domain_scores_gemma":[0.9996291,0.0001888205,0.00007073843,0.00001327112,0.00008273995,0.00001524068],"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":[0.00007230398,0.00007422213,0.0001759209,0.05922659,0.000125594,0.0001602588,0.00008256123,0.0002098019,0.006532467,0.002793158,0.02068999,0.9098572],"study_design_scores_gemma":[0.00001261984,0.0001541243,0.001201591,0.008723229,0.0001496268,0.001170276,0.0000525924,0.00005748662,0.003639472,0.000758355,0.9840635,0.00001707594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001556437,0.9981903,0.0001181297,0.00009848613,0.0001208091,0.000008709139,0.00002885728,0.000005793388,0.001273318],"genre_scores_gemma":[0.001057232,0.9971977,0.0002726263,0.0002098284,0.0001075434,0.00001431938,0.00007786027,0.000003142341,0.001059709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004348976,"threshold_uncertainty_score":0.01454872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04316932063578466,"score_gpt":0.2990471750063579,"score_spread":0.2558778543705732,"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."}}