{"id":"W2318323132","doi":"10.1097/00003246-200412001-00041","title":"DURATION OF SHOCK PRIOR TO ANTIMICROBIAL ADMINISTRATION IS THE CRITICAL DETERMINANT OF SURVIVAL IN HUMAN SEPTIC SHOCK","year":2004,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Septic shock; Shock (circulatory); Antimicrobial; Duration (music); Intensive care medicine; Internal medicine; Sepsis; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000692917,0.0002392889,0.0004808971,0.0006005278,0.0003531558,0.0008615789,0.0001917634,0.0006020132,0.002859292],"category_scores_gemma":[0.004361162,0.0001881041,0.0002865452,0.0004673855,0.0003753692,0.0004962975,0.0005390245,0.001249245,0.0004955005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227485,"about_ca_system_score_gemma":0.0004527332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819921,"about_ca_topic_score_gemma":0.0007625809,"domain_scores_codex":[0.9996624,0.000119002,0.00004191949,0.00003317667,0.00008644831,0.00005704177],"domain_scores_gemma":[0.994586,0.001543617,0.00195923,0.0001992366,0.0004247112,0.001287221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002448014,0.000211895,0.9673816,0.00006461985,0.0001165026,0.0004556034,0.0001404763,0.0002480034,0.01027038,0.0001779826,0.0008718002,0.01761308],"study_design_scores_gemma":[0.00001071431,0.0004657092,0.9975839,0.00002177158,0.00002844643,0.0005642619,0.00006634562,0.0001945198,0.000444464,0.0001234952,0.0004852781,0.00001105391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991722,0.00363853,0.0007585243,0.000835525,0.0001418068,0.00002009233,0.0003791797,0.00002440506,0.00248],"genre_scores_gemma":[0.9967168,0.001290581,0.000352711,0.000200344,0.0003356987,0.00001343953,0.0003618314,0.00000968446,0.0007188127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002859292,"threshold_uncertainty_score":0.009565294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545379518995568,"score_gpt":0.3467481619584631,"score_spread":0.3212943667685075,"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."}}