{"id":"W4415651402","doi":"10.1111/vox.70132","title":"Pathogen inactivation of red cell concentrates and whole blood: <scp>II</scp> . In vivo human recovery studies, clinical trials and future directions","year":2025,"lang":"en","type":"article","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":"In vivo; Red Cell; Pathogen; Clinical trial; Red blood cell; Antibody; In vitro","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270829,0.000128602,0.0006484585,0.000182002,0.000104631,0.00001168604,0.00003732703,0.0001348649,0.00001520835],"category_scores_gemma":[0.0006785332,0.0001080088,0.0000849611,0.0003033192,0.00009396486,0.00005039607,0.00005772379,0.0001681183,4.218455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001800619,"about_ca_system_score_gemma":0.00004475662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007713201,"about_ca_topic_score_gemma":0.0001306648,"domain_scores_codex":[0.998495,0.0002704099,0.0006955946,0.0002889143,0.0001122529,0.0001377978],"domain_scores_gemma":[0.9989253,0.000578184,0.0001650998,0.0001824717,0.00008398337,0.00006495256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004893218,0.004201852,0.1036281,0.001997499,0.00230013,0.00009045465,0.008350197,0.000001405718,0.6379692,0.003341508,0.1037267,0.1339037],"study_design_scores_gemma":[0.01291711,0.0013961,0.113252,0.0005611614,0.001503893,0.000004823245,0.01295824,0.00001062037,0.08312544,0.0007880463,0.7733621,0.0001204568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767052,0.01081755,0.000007044409,0.002023376,0.0004458035,0.0007897411,0.00003930116,0.00003705857,0.009134945],"genre_scores_gemma":[0.954666,0.03631991,0.0004596651,0.001023893,0.0004063433,0.00007333275,0.00003586961,0.00001965657,0.006995296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6696354,"threshold_uncertainty_score":0.4404471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05139997980212686,"score_gpt":0.3740182975324126,"score_spread":0.3226183177302857,"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."}}