{"id":"W4389342333","doi":"10.1002/ehf2.14596","title":"Clinical Phenotypes of Cardiogenic Shock Survivors: Insights into Late Host Responses and Long-Term Outcomes","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; McGill University Health Centre; St. Michael's Hospital; Toronto Western Hospital; University Health Network; University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Intensive care unit; Cardiogenic shock; Internal medicine; Clinical endpoint; Intensive care; Renal replacement therapy; Intensive care medicine; Myocardial infarction; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005487011,0.0002267924,0.0006218891,0.0001708608,0.00006358083,0.00003097309,0.0001739585,0.0002317777,0.00009712647],"category_scores_gemma":[0.000194454,0.0002017007,0.0002041916,0.0003706017,0.00008187734,0.0001549567,0.0001116118,0.0002686902,0.0003118258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907266,"about_ca_system_score_gemma":0.00003507011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003584447,"about_ca_topic_score_gemma":0.000520424,"domain_scores_codex":[0.9983338,0.0001799631,0.0005737495,0.0003297614,0.0002805865,0.0003021566],"domain_scores_gemma":[0.9986989,0.0005214041,0.00004494056,0.0004763969,0.00005226394,0.0002061187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001756677,0.00001557917,0.9936032,0.0002557427,0.0002029879,0.00003984987,0.0003359226,0.0001136059,0.003712118,0.000089554,0.001104853,0.000509039],"study_design_scores_gemma":[0.0003272565,0.00005168251,0.9859467,0.00006735376,0.00005138193,0.000005133968,0.00005715078,0.0006952372,0.001569386,0.0001606517,0.01079375,0.000274331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975358,0.0008913048,0.00006468574,0.0003364171,0.000461448,0.0002077927,0.00001290881,0.0004393884,0.00005028461],"genre_scores_gemma":[0.9991625,0.00006380335,0.0003559944,0.00007618789,0.0001078128,0.00001255799,0.00001595824,0.00005339389,0.0001517894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009688893,"threshold_uncertainty_score":0.8225116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723235955929701,"score_gpt":0.2922729397220756,"score_spread":0.2650405801627786,"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."}}