{"id":"W2913060591","doi":"10.1182/blood-2018-99-110622","title":"White Blood Cell Count Trajectory and Mortality in Septic Shock: A Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Septic shock; Medicine; Retrospective cohort study; Population; White blood cell; Shock (circulatory); Trajectory; Cohort; Emergency medicine; Cohort study; Intensive care; Sepsis; Internal medicine; Intensive care medicine","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":[0.001714075,0.0003986839,0.0004422172,0.001005007,0.0008132008,0.0007094124,0.000685573,0.0004007815,0.0009624908],"category_scores_gemma":[0.00329842,0.000360693,0.0006742593,0.002258819,0.0003689166,0.0004588077,0.0007109325,0.0006353965,0.0001442037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322286,"about_ca_system_score_gemma":0.002118392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08436497,"about_ca_topic_score_gemma":0.07706776,"domain_scores_codex":[0.9989868,0.0002302068,0.000143606,0.0002759701,0.0002131889,0.0001501872],"domain_scores_gemma":[0.9979975,0.0002189448,0.0007947669,0.000238542,0.0004689997,0.0002813634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006415392,0.00002231246,0.9991373,0.000009581452,0.00005372599,0.00005439342,0.00007786113,0.00004228458,0.0000618123,0.00002105309,0.00008834878,0.0003670509],"study_design_scores_gemma":[0.00002191416,0.0001780125,0.9976841,0.0000249931,0.00009714195,0.0002400538,0.0004788625,0.0008267853,0.00005294876,0.00004795475,0.0003355049,0.00001178872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984268,0.0001371536,0.0003360804,0.00003929842,0.000004676522,0.00004992921,0.0008807161,0.000003223658,0.0001222116],"genre_scores_gemma":[0.9986743,0.00008877242,0.0003499793,0.00003055944,0.000003648339,0.00005332325,0.0007172783,0.000002480127,0.00007968155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08436497,"threshold_uncertainty_score":0.1677479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018466677336866,"score_gpt":0.3030670282976031,"score_spread":0.2728823615242345,"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."}}