{"id":"W2337962093","doi":"10.1016/j.hoc.2016.01.005","title":"Pathogen Inactivation Technologies","year":2016,"lang":"en","type":"review","venue":"Hematology/Oncology Clinics of North America","topic":"Blood transfusion and management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"","keywords":"Pathogen; Microbiology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002936159,0.0005252912,0.004753154,0.0006536466,0.0000676605,0.000003090231,0.0004425369,0.0011124,0.0001245148],"category_scores_gemma":[0.000704377,0.0003595739,0.0008323072,0.0006647981,0.0008662202,0.00004775391,0.0002843046,0.0008250317,0.0003245076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137398,"about_ca_system_score_gemma":0.0008690628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004163074,"about_ca_topic_score_gemma":0.00001229594,"domain_scores_codex":[0.9965075,0.0002472569,0.001797214,0.0007373089,0.0002395794,0.0004711605],"domain_scores_gemma":[0.9958704,0.001088625,0.001692745,0.001027415,0.000206718,0.0001141057],"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":[0.00006760775,0.0005484945,0.0005029657,0.00813194,0.0006559207,0.0002035774,0.00001682141,2.696708e-8,3.996498e-7,0.0005394791,0.002762888,0.9865699],"study_design_scores_gemma":[0.0009331661,0.001171448,0.00005694839,0.004321567,0.001967665,0.0003605431,0.00007311208,7.96581e-7,0.000002356737,0.0001143852,0.9907042,0.0002938068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004717553,0.9913425,0.0007035098,0.001365031,0.0005271463,0.001937926,0.00009359498,0.0003858267,0.003597231],"genre_scores_gemma":[0.00008378339,0.9951946,0.003162696,0.0004541092,0.00005898191,0.000368871,0.0003219444,0.00006769762,0.000287274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9879413,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031932412730041,"score_gpt":0.3882305256272066,"score_spread":0.3379112014999062,"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."}}