{"id":"W3215216739","doi":"10.1161/circ.144.suppl_1.14409","title":"Abstract 14409: Elucidating Clinical Phenotypes of Patients With Mixed Shock Admitted to Cardiac Intensive Care Units: Insights From the Critical Care Cardiology Trials Network","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care; Shock (circulatory); Intensive care medicine; Cardiology; Clinical trial; Intensive care unit; Internal medicine; Emergency 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":[0.01007939,0.000454909,0.001018112,0.0007492265,0.000559381,0.001693815,0.0008375312,0.0008303298,0.003515674],"category_scores_gemma":[0.02220605,0.000185734,0.0007221386,0.001812824,0.0003686898,0.0009844857,0.001307402,0.0008931009,0.0004774686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982155,"about_ca_system_score_gemma":0.00110143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258854,"about_ca_topic_score_gemma":0.003189134,"domain_scores_codex":[0.9921262,0.005834998,0.0006618675,0.0005804992,0.000553203,0.0002432331],"domain_scores_gemma":[0.9842778,0.006254943,0.00515132,0.00114791,0.001687699,0.001480229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02407792,0.0006131086,0.8634531,0.001669477,0.004950895,0.0001669953,0.0002662432,0.0007050026,0.001009299,0.000926109,0.01945323,0.08270855],"study_design_scores_gemma":[0.004163345,0.001845864,0.9777306,0.0009570329,0.002308914,0.0003531829,0.0002492535,0.001212942,0.0002634666,0.001242593,0.00962591,0.00004693627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212314,0.02920313,0.001321762,0.00965304,0.0003597702,0.000872089,0.02463375,0.00003477007,0.0126903],"genre_scores_gemma":[0.963013,0.005725684,0.003052099,0.00280246,0.0009084046,0.001456122,0.02217214,0.00002898167,0.0008411856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007939,"threshold_uncertainty_score":0.05330551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384484830976239,"score_gpt":0.3825628996700632,"score_spread":0.2441144165724393,"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."}}