{"id":"W4390265076","doi":"10.1097/shk.0000000000002292","title":"PROGNOSTIC PERFORMANCE OF SERIAL DETERMINATION OF THE SOCIETY FOR CARDIOVASCULAR ANGIOGRAPHY AND INTERVENTIONS SHOCK CLASSIFICATION IN ADULTS WITH CRITICAL ILLNESS","year":2023,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Shock (circulatory); Intensive care unit; Logistic regression; Internal medicine; Cardiology; Retrospective cohort study; Stage (stratigraphy); Intensive care medicine","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":[0.0008777592,0.0004672456,0.0003300561,0.0007144756,0.0002454874,0.0007141505,0.0003182743,0.0005270816,0.001440647],"category_scores_gemma":[0.005427705,0.0001875855,0.000413154,0.0005196376,0.0002068092,0.0005019629,0.0003717902,0.0007176337,0.0003040878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366488,"about_ca_system_score_gemma":0.0002936916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533125,"about_ca_topic_score_gemma":0.001666374,"domain_scores_codex":[0.9995174,0.0001544495,0.00007319391,0.000107957,0.0000822906,0.00006470327],"domain_scores_gemma":[0.9968052,0.0007198465,0.001405202,0.0002319421,0.0004339038,0.0004039365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007027185,0.00001196066,0.9991667,0.000002294234,0.0000160607,0.00001562703,0.000007726717,0.0000294514,0.00003686313,0.000004924335,0.00006069471,0.0005773671],"study_design_scores_gemma":[0.000009756541,0.0001339872,0.9982546,0.000007275324,0.00002422425,0.0001555158,0.00004819037,0.001168896,0.0000828088,0.00003325603,0.00007752764,0.000004049729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990068,0.0002370579,0.0001238952,0.00007460317,0.00001697144,0.000005880207,0.0002368272,0.000004447978,0.0002934732],"genre_scores_gemma":[0.9995576,0.00003873944,0.00007179164,0.00001250265,0.00001756245,0.000003200149,0.0002478691,9.445378e-7,0.00004986572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533125,"threshold_uncertainty_score":0.004819453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348447535876891,"score_gpt":0.3225130685232945,"score_spread":0.2690285931645255,"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."}}