{"id":"W2326570428","doi":"10.1097/ccm.0000000000000620","title":"Antimicrobial Delay and Outcome in Severe Sepsis","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Family medicine; Library science; Research centre; Gerontology; Clinical microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006540841,0.0001792215,0.0003728059,0.0005365614,0.001342394,0.0008256693,0.0003311066,0.003249423,0.001595884],"category_scores_gemma":[0.007314845,0.000168595,0.0002270986,0.0007093077,0.0006536299,0.0006074524,0.0003288152,0.0032517,0.000499114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334459,"about_ca_system_score_gemma":0.002121097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109738,"about_ca_topic_score_gemma":0.02003481,"domain_scores_codex":[0.9995601,0.0001615693,0.00005817318,0.00003316372,0.00008040747,0.0001066289],"domain_scores_gemma":[0.998158,0.0007116956,0.0002982587,0.00004134707,0.000331145,0.0004595219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001025563,0.0004309442,0.4823023,0.0002646825,0.00009047721,0.1979286,0.001309066,0.0007764901,0.00101855,0.005458697,0.2248281,0.08456647],"study_design_scores_gemma":[0.0004167561,0.0007514046,0.5149857,0.002458797,0.0002429915,0.3314536,0.004667698,0.003540565,0.0007218373,0.0212956,0.119296,0.000169001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2581358,0.02358907,0.0002631036,0.6740172,0.004211091,0.0000508983,0.0002225229,0.00003660149,0.03947364],"genre_scores_gemma":[0.9029379,0.009661129,0.000306948,0.07447228,0.008669625,0.0000307188,0.0001230116,0.00001340805,0.003784958],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0109738,"threshold_uncertainty_score":0.02181989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975259334959475,"score_gpt":0.3750363139069697,"score_spread":0.295283720557375,"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."}}