{"id":"W4296781623","doi":"10.1111/vox.13362","title":"A positive blood culture is associated with a lower haemoglobin increment in hospitalized patients after red blood cell transfusion","year":2022,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McMaster University; Ontario Stroke Network; McMaster University Medical Centre; Ontario Tech University","funders":"Health Canada; Canadian Blood Services","keywords":"Medicine; Blood transfusion; Red blood cell; Sepsis; Retrospective cohort study; Blood culture; Hemoglobin; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005025498,0.000189963,0.0002695583,0.0003717864,0.0002559627,0.0006607591,0.0003159709,0.0004145909,0.002881391],"category_scores_gemma":[0.004100607,0.0002046579,0.0005562098,0.0006300765,0.0002437334,0.0002694638,0.0003391626,0.0006908067,0.0002087391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061173,"about_ca_system_score_gemma":0.0005640566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110384,"about_ca_topic_score_gemma":0.003699842,"domain_scores_codex":[0.9994893,0.0001247984,0.00009896882,0.0001026937,0.00008917576,0.0000950155],"domain_scores_gemma":[0.9963409,0.0006110746,0.002313666,0.0001736175,0.0001879225,0.0003728051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006558946,0.00001363036,0.9994393,0.000005396819,0.00002096383,0.00003670099,0.00001489742,0.00001741644,0.00007436464,0.000006149992,0.00003871236,0.0002667668],"study_design_scores_gemma":[0.000004605892,0.0001065792,0.9989719,0.000010123,0.00004088008,0.000292155,0.0001057588,0.0003080106,0.00006822818,0.00001768443,0.00007107842,0.000002964726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999384,0.0001678896,0.00006595496,0.0000529721,0.0000105575,0.00000234097,0.0001724552,0.000002869842,0.0001408285],"genre_scores_gemma":[0.9996526,0.0000576759,0.00004838505,0.00001679116,0.000008667965,0.000001867938,0.0001591045,0.000001031456,0.00005385273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004110384,"threshold_uncertainty_score":0.009639144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004063311946997998,"score_gpt":0.1994152242621191,"score_spread":0.1953519123151211,"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."}}