{"id":"W2612533388","doi":"10.1111/trf.14159","title":"Altered timing of riboflavin and ultraviolet light pathogen inactivation improves platelet in vitro quality","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of British Columbia","funders":"","keywords":"Riboflavin; In vitro; Platelet; Ultraviolet; Pathogen; Quality (philosophy); Microbiology; Chemistry; Biology; Biochemistry; Immunology; Optoelectronics; Materials science; Physics","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":[0.0003912905,0.0001305855,0.0003269433,0.0001163792,0.0001218704,0.00001945703,0.00008719595,0.00009833072,0.00003297611],"category_scores_gemma":[0.00003998454,0.0001126818,0.00005985102,0.00005395648,0.00005623191,0.0001435661,0.00002244988,0.0001587836,0.000001708758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231724,"about_ca_system_score_gemma":0.00002063253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120833,"about_ca_topic_score_gemma":0.0001923126,"domain_scores_codex":[0.9989803,0.00004576945,0.0003462373,0.0002657089,0.0002005341,0.0001614652],"domain_scores_gemma":[0.9993752,0.00002838981,0.0001106022,0.0003739171,0.00003794388,0.00007395707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000852406,0.0002121899,0.002875632,0.0002468261,0.00001485655,0.00001015534,0.0009607527,2.335176e-7,0.8948678,0.0001029943,0.00001470365,0.09984148],"study_design_scores_gemma":[0.00363253,0.0001387799,0.3814437,0.0001720012,0.00004355163,0.000005146893,0.0002155037,0.00008499122,0.6134739,0.00009232665,0.000595155,0.0001024303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942317,0.00006477401,0.0005365566,0.002068199,0.0001007035,0.0006405849,0.00001454307,0.00002562844,0.002317292],"genre_scores_gemma":[0.9984672,0.0006251269,0.0005838774,0.0001309127,0.00003913338,0.00001538797,0.00002940648,0.00001396151,0.00009501266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3785681,"threshold_uncertainty_score":0.4595032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084388760900396,"score_gpt":0.3107294477624164,"score_spread":0.2798855601534124,"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."}}