{"id":"W2076774333","doi":"10.7748/ns2007.08.21.50.46.c4608","title":"Understanding hypovolaemic, cardiogenic and septic shock","year":2007,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"","keywords":"Cardiogenic shock; Septic shock; Shock (circulatory); Medicine; Intensive care medicine; Cardiology; Sepsis; Internal medicine; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975658,0.0001415779,0.0002877648,0.0001205718,0.000139985,0.00003293129,0.00002585678,0.0000792632,0.00005550335],"category_scores_gemma":[0.00003805747,0.0001217473,0.00009592815,0.0001347048,0.0001088593,0.00004594208,0.000008314531,0.0001096939,0.000008212374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156176,"about_ca_system_score_gemma":0.00005657497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007193485,"about_ca_topic_score_gemma":0.000007807105,"domain_scores_codex":[0.9989265,0.00001355491,0.0001777952,0.0002504485,0.000306554,0.000325103],"domain_scores_gemma":[0.9994332,0.0001024803,0.00003658054,0.0001908448,0.00004311178,0.0001937869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002758838,0.00088033,0.7063252,0.000215659,0.001469059,0.001186432,0.006389764,0.00001362072,0.008890194,0.01794635,0.04858146,0.2053431],"study_design_scores_gemma":[0.02903642,0.006786279,0.7812131,0.005842436,0.005231888,0.003656867,0.01851481,0.0002702017,0.06803634,0.02404257,0.05543954,0.001929522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504565,0.003864533,0.01079976,0.001577334,0.0004198376,0.0003646718,0.00001592435,0.0001259356,0.03237551],"genre_scores_gemma":[0.9979509,0.0001400349,0.001367246,0.0002393984,0.000133331,0.000003101458,0.000008099399,0.00002639199,0.0001315042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034136,"threshold_uncertainty_score":0.4964709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923036594912665,"score_gpt":0.3774808396571608,"score_spread":0.1851771801658943,"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."}}