{"id":"W4389979678","doi":"10.1161/circ.148.suppl_1.13189","title":"Abstract 13189: Early Evolution of SCAI-Shock Stage and In-Hospital Mortality in a CICU Population From the Critical Care Cardiology Trials Network-CCCTN","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Stage (stratigraphy); Internal medicine; Population; Cardiology; Logistic regression; Myocardial infarction","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":[0.003199269,0.0002822735,0.000632572,0.0009924751,0.0006281275,0.00128885,0.0005672649,0.0003843642,0.002305342],"category_scores_gemma":[0.007053946,0.0001816719,0.0002150195,0.002101688,0.0003556878,0.0005516436,0.0007286581,0.0005658959,0.0002461491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008419501,"about_ca_system_score_gemma":0.001287299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009166291,"about_ca_topic_score_gemma":0.01629483,"domain_scores_codex":[0.9978033,0.0006970569,0.0003194224,0.0004385059,0.0005556188,0.0001861835],"domain_scores_gemma":[0.9942852,0.0009678631,0.002565195,0.0003111329,0.000787482,0.001083171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118705,0.0000841235,0.991257,0.00007309975,0.0001239085,0.0001384105,0.00009012542,0.0001017348,0.000243334,0.00006300486,0.003757246,0.002881024],"study_design_scores_gemma":[0.0002347868,0.0001896456,0.9977205,0.00003888313,0.0000672965,0.0002449193,0.00007972025,0.0002853052,0.00006035278,0.00003987318,0.001031787,0.000006879439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825277,0.0008988663,0.0002442133,0.0006863535,0.00007072332,0.0003264489,0.01180609,0.00001064923,0.003429037],"genre_scores_gemma":[0.9797503,0.000396289,0.000527415,0.0004552845,0.0002367716,0.0004812279,0.0174374,0.00001358312,0.0007017862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009166291,"threshold_uncertainty_score":0.01822591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792963044004972,"score_gpt":0.3423800807703763,"score_spread":0.3044504503303266,"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."}}