{"id":"W2026299999","doi":"10.1111/j.1423-0410.2008.01122.x","title":"Clinical and laboratory practices in investigation of suspected transfusion‐transmitted bacterial infection: a survey of Canadian hospitals","year":2008,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Public Health Agency of Canada; Héma-Québec; Canadian Blood Services; McMaster University","funders":"","keywords":"Medicine; Blood product; Blood component; Intensive care medicine; Blood transfusion; Contamination; Emergency medicine; Surgery; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007899158,0.0001082966,0.000382706,0.0005573648,0.00003838831,0.000004232974,0.00004226486,0.0001442671,0.0002183027],"category_scores_gemma":[0.0005267661,0.0001030503,0.00004739824,0.001176581,0.0002504382,0.00009444456,0.000006920816,0.0001684207,0.000002062155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001527566,"about_ca_system_score_gemma":0.0004847017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3559493,"about_ca_topic_score_gemma":0.4828717,"domain_scores_codex":[0.9985828,0.0002902842,0.0005832661,0.0002221159,0.0001801628,0.0001413577],"domain_scores_gemma":[0.9989964,0.0001583045,0.0001934633,0.0001861157,0.0002590455,0.0002066885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002332911,0.0001289858,0.9928022,0.0001114135,0.00006445004,0.00003636645,0.001115787,1.87066e-7,0.003952268,0.00005000625,0.0007309111,0.0007741441],"study_design_scores_gemma":[0.002811968,0.0004224175,0.9912763,0.00008909755,0.00007278304,0.000009120252,0.00006426031,0.000008734059,0.002996855,0.000009650788,0.002151006,0.00008779393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971024,0.0001550017,0.000006101622,0.0009589636,0.0002242078,0.0005086557,0.00005853826,0.0000210785,0.0009650901],"genre_scores_gemma":[0.9968256,0.002473009,0.0003223332,0.0002228982,0.00004827629,0.000009805141,0.00005740491,0.00001282414,0.00002784884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269225,"threshold_uncertainty_score":0.6483395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294117075662302,"score_gpt":0.3090482988739158,"score_spread":0.2561071281172927,"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."}}