{"id":"W1968591836","doi":"10.1097/ccm.0b013e318256bb99","title":"Mortality due to septic shock following early, appropriate antibiotic therapy","year":2012,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Antibiotic therapy; Intensive care medicine; Antibiotics; Shock (circulatory); Sepsis; Internal medicine; 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":[0.0005786017,0.0003562103,0.0004787839,0.0004532784,0.001548616,0.0008539403,0.000602647,0.004967503,0.002279352],"category_scores_gemma":[0.006098712,0.0002499648,0.0003582221,0.0007649774,0.0005962603,0.0004886388,0.0003436618,0.003667967,0.001129487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749381,"about_ca_system_score_gemma":0.001521382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268849,"about_ca_topic_score_gemma":0.03189779,"domain_scores_codex":[0.9994695,0.0001727748,0.00006199173,0.00005422931,0.00008672524,0.0001548872],"domain_scores_gemma":[0.9984272,0.0007355275,0.000172032,0.00004582196,0.0003167715,0.0003028749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008723824,0.000160935,0.06544766,0.0002122279,0.00008359912,0.3865308,0.0006423497,0.0009421995,0.00144485,0.002891785,0.500604,0.04016712],"study_design_scores_gemma":[0.0007636076,0.0007440121,0.2535626,0.00238653,0.000307989,0.4594357,0.002927578,0.006930691,0.002318318,0.01276365,0.257629,0.0002303167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.122669,0.01074922,0.0009318361,0.7802542,0.01336223,0.00008569022,0.0007415662,0.0001169536,0.0710894],"genre_scores_gemma":[0.6932637,0.01057468,0.0008113305,0.2348707,0.03828882,0.00007204663,0.0004713556,0.00006231877,0.02158509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01268849,"threshold_uncertainty_score":0.02522928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132684278012679,"score_gpt":0.3936088296735291,"score_spread":0.2803404018722612,"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."}}