{"id":"W2057635742","doi":"10.1111/j.1537-2995.2007.01539.x","title":"Pathogen inactivation: a new paradigm for blood safety","year":2007,"lang":"en","type":"letter","venue":"Transfusion","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Transfusion medicine; Panel discussion; Human immunodeficiency virus (HIV); Medicine; Blood transfusion; Intensive care medicine; Family medicine; Public relations; Immunology; Political science; Business; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002180561,0.0003867561,0.0007251341,0.0002126186,0.000184665,0.00001353977,0.0001106099,0.0008837712,0.0003409341],"category_scores_gemma":[0.0000778947,0.000343219,0.0003207067,0.0002139558,0.00005299268,0.00005846425,0.00001658756,0.001006541,0.00005468883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503495,"about_ca_system_score_gemma":0.000275857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155562,"about_ca_topic_score_gemma":0.0005679177,"domain_scores_codex":[0.9979497,0.00003603745,0.0004994633,0.0005272735,0.0004933673,0.000494174],"domain_scores_gemma":[0.9990032,0.000253657,0.0001020646,0.0004213938,0.0001034214,0.0001162379],"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":[0.0004805107,0.00008847744,0.0009428211,0.0007383504,0.0002998111,0.0004541451,0.0006644747,2.647786e-7,0.003046526,0.00006072173,0.9750142,0.01820974],"study_design_scores_gemma":[0.003045561,0.000549604,0.002648349,0.0005017025,0.0008451851,0.00008723036,0.000005997665,0.000004354545,0.001687253,0.0002713647,0.9900205,0.0003329313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002756797,0.001260601,0.02574464,0.9568928,0.0007749168,0.003563747,0.0003351983,0.0002775115,0.008393802],"genre_scores_gemma":[0.001008185,0.00533088,0.006312713,0.9499019,0.01682706,0.0001923939,0.00273957,0.0002624817,0.01742478],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01943193,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460532144607741,"score_gpt":0.2849730827675968,"score_spread":0.2503677613215193,"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."}}