{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002491834,0.000266538,0.001177178,0.0004225214,0.00002841927,0.000007837736,0.00009118385,0.0001824464,0.000001848979],"category_scores_gemma":[0.0008738634,0.0002145385,0.00007578234,0.0003527,0.0001513105,0.00007217553,0.0001265325,0.0002277058,5.696779e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009221817,"about_ca_system_score_gemma":0.0001390788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576774,"about_ca_topic_score_gemma":0.000009035693,"domain_scores_codex":[0.9986411,0.00007987119,0.0005006452,0.0004438878,0.0001657483,0.0001687378],"domain_scores_gemma":[0.9989929,0.0002700062,0.0002717806,0.0003289893,0.0001098355,0.00002647823],"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":[0.0000372132,0.0004843994,0.0002459124,0.142284,0.0005865385,0.0000424948,0.001536058,1.13281e-7,0.01189859,0.0001621705,0.01327132,0.8294512],"study_design_scores_gemma":[0.0009099047,0.000131404,0.0001346773,0.007948198,0.001531097,0.000004824847,0.001819956,0.000001345548,0.006859779,0.00006201238,0.9805103,0.00008651433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002552633,0.9932472,0.000002699874,0.0002799749,0.0001145382,0.001951798,0.00002840017,0.00009251611,0.001730251],"genre_scores_gemma":[0.001263679,0.9954985,0.0004082428,0.00004010901,0.00002698426,0.0002210278,0.0001073474,0.00001926949,0.002414832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.967239,"threshold_uncertainty_score":0.8748628,"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."}}