{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002960024,0.0003685965,0.0006276233,0.000806766,0.0003137788,0.0006254427,0.0004190237,0.0008487041,0.0009123872],"category_scores_gemma":[0.01245048,0.0003687018,0.0005035131,0.0009204811,0.000337257,0.0005737722,0.0004440567,0.0007426413,0.0001751375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747919,"about_ca_system_score_gemma":0.0004538126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009226178,"about_ca_topic_score_gemma":0.001401598,"domain_scores_codex":[0.9971997,0.0012851,0.0004304382,0.0003751348,0.0004598067,0.000249901],"domain_scores_gemma":[0.9882206,0.004018059,0.006275801,0.0003045495,0.0005877267,0.0005932694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009873623,0.00005576143,0.9962209,0.00004672836,0.00005426999,0.0001212267,0.00007408178,0.00004097776,0.0002190755,0.00001021874,0.0001075725,0.002061798],"study_design_scores_gemma":[0.00005973939,0.0007486541,0.9974982,0.00005743318,0.00007385023,0.0005547327,0.0001969806,0.0003201441,0.0002573289,0.00004439683,0.000178161,0.0000103343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981241,0.001113123,0.0001204835,0.0001000646,0.0000176451,0.00001877067,0.0001819761,0.000002734141,0.0003211243],"genre_scores_gemma":[0.9993717,0.0001804695,0.0001474408,0.0000704484,0.00002098772,0.00001429388,0.0001644726,0.000001042051,0.00002919168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002960024,"threshold_uncertainty_score":0.01565433,"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."}}