{"id":"W2921950982","doi":"10.1111/voxs.12483","title":"Bacterial safety of blood components–a congress review of the ISBT transfusion‐transmitted infectious diseases working party, bacterial subgroup","year":2019,"lang":"en","type":"article","venue":"ISBT Science Series","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Terumo BCT; Cerus Corporation","keywords":"Serratia marcescens; Medicine; Platelet transfusion; Platelet; Transfusion medicine; Clinical microbiology; Blood transfusion; Microbiology; Immunology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005347726,0.0002123239,0.0006232052,0.0001142328,0.0001955271,0.00003135217,0.0004275755,0.00005752147,0.001386998],"category_scores_gemma":[0.00007069868,0.0001415905,0.0002407298,0.000896532,0.001075842,0.0003020719,0.0001087959,0.0001446949,0.000008315849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076203,"about_ca_system_score_gemma":0.000214916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115379,"about_ca_topic_score_gemma":0.0000837992,"domain_scores_codex":[0.9977207,0.0001076292,0.0006242404,0.0003914894,0.0008267302,0.000329269],"domain_scores_gemma":[0.9988048,0.00005714233,0.0002156338,0.0005800558,0.0002025202,0.0001398325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001614902,0.0009244418,0.06559587,0.006890435,0.0001897403,0.000009361403,0.0007540758,0.000003556293,0.9167469,0.00276841,0.0002266205,0.004275721],"study_design_scores_gemma":[0.01215039,0.001366622,0.6611757,0.02389335,0.002314935,0.0001197524,0.0003478127,0.00001856017,0.2248687,0.0001576502,0.07291437,0.000672109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912006,0.0009674055,0.00001691,0.00165323,0.002613872,0.001568102,0.0000523489,0.00005469985,0.001872793],"genre_scores_gemma":[0.990469,0.008623505,0.00005972932,0.0004790303,0.0000872036,0.00001847988,0.00001962848,0.00001567007,0.0002277613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6918781,"threshold_uncertainty_score":0.9995258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073247831881078,"score_gpt":0.2368457437459192,"score_spread":0.2261132654271084,"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."}}