{"id":"W3080637717","doi":"10.1093/ofid/ofaa371","title":"Real-world Time to Positivity of 2 Widely Used Commercial Blood Culture Systems in Patients With Severe Manifestations of Sepsis: An Analysis of the FABLED Study","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Western University; McGill University; Lions Gate Hospital; McGill University Health Centre; Institute of Infection and Immunity; University of British Columbia; Surrey Memorial Hospital","funders":"Fonds de Recherche du Québec - Santé; Vancouver Coastal Health Research Institute; St. Paul's Foundation","keywords":"Medicine; Blood culture; Interquartile range; Sepsis; Prospective cohort study; Bacteremia; Internal medicine; Cohort; Cohort study; Population; Surgery; Antibiotics","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":[0.002825431,0.0004779951,0.000696757,0.00114882,0.0003083484,0.001134558,0.0005569111,0.0007556306,0.00150144],"category_scores_gemma":[0.005819874,0.0003310614,0.001394019,0.001102404,0.0003083398,0.000867511,0.001001068,0.0007044348,0.0002624652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008143011,"about_ca_system_score_gemma":0.0003597531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583941,"about_ca_topic_score_gemma":0.001623424,"domain_scores_codex":[0.997792,0.0007278253,0.0002904661,0.0005767462,0.0003660678,0.0002468513],"domain_scores_gemma":[0.9913721,0.001994981,0.004635464,0.0006650141,0.0007308653,0.0006015378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450983,0.00002851475,0.9970049,0.00002020504,0.0001902959,0.00005194746,0.00007242532,0.00006213308,0.0002303418,0.00001598932,0.00006996818,0.0008023548],"study_design_scores_gemma":[0.00009099905,0.0006830623,0.9977407,0.00001486963,0.0001319719,0.0001973814,0.0002305626,0.0005799085,0.0001064201,0.0000206492,0.0001913167,0.00001219597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992911,0.0002284997,0.00009536182,0.0000133584,0.000004044821,0.00000780172,0.0002684224,0.000001598967,0.00008985228],"genre_scores_gemma":[0.9993951,0.00003559523,0.00008231106,0.00002358722,0.000008287301,0.00001109521,0.000400127,0.000003005555,0.00004084595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002825431,"threshold_uncertainty_score":0.01494247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126924565876828,"score_gpt":0.2673492324017671,"score_spread":0.2560799867429988,"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."}}