{"id":"W2974219676","doi":"10.7326/m19-1696","title":"Blood Culture Results Before and After Antimicrobial Administration in Patients With Severe Manifestations of Sepsis","year":2019,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":222,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; McGill University Health Centre; Montreal Children's Hospital; London Health Sciences Centre; Lions Gate Hospital; St. Paul's Hospital; Centre for Advancing Health Outcomes; McGill University; Surrey Memorial Hospital; University of British Columbia","funders":"Vancouver Coastal Health; Fonds de Recherche du Québec - Santé; Vancouver Coastal Health Research Institute","keywords":"Medicine; Interquartile range; Blood culture; Sepsis; Antimicrobial; Internal medicine; Bacteremia; Blood pressure; Gastroenterology; Antibiotics; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001042088,0.00006217339,0.0001082449,0.0000357721,0.00000627628,0.000003567109,0.00005103989,0.00004745145,0.00001901392],"category_scores_gemma":[0.000123245,0.00004618965,0.00001610528,0.00004306731,0.00005536028,0.000006880731,0.00001972094,0.00003968218,5.800829e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001258212,"about_ca_system_score_gemma":0.00001537252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005320126,"about_ca_topic_score_gemma":0.00022485,"domain_scores_codex":[0.9994361,0.00002187868,0.0002630501,0.0001431137,0.00007518966,0.00006063594],"domain_scores_gemma":[0.9994856,0.000006875813,0.0001432974,0.0001238088,0.0002146071,0.00002586304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404184,0.000149317,0.8168564,0.00009702679,0.00004057547,0.00000236576,0.0005424437,0.000001418511,0.1800587,0.0000102276,0.0003259202,0.000511447],"study_design_scores_gemma":[0.00166351,0.001889886,0.9416903,0.0003482255,0.00001493555,0.000009399525,0.0001001632,0.00000351652,0.05409892,0.00001379365,0.0001102679,0.000057026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991186,0.00001668412,0.000007385331,0.0003437204,0.00004538699,0.0001208969,0.00005817371,0.000001531144,0.0002876301],"genre_scores_gemma":[0.9992031,0.0000138303,0.0001419639,0.000180673,0.0000305636,0.000001621397,0.0001630058,0.000004350594,0.0002609197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259598,"threshold_uncertainty_score":0.1883559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039976777423615,"score_gpt":0.2737659520615408,"score_spread":0.2633661842873046,"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."}}