{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358144,0.0004671724,0.0003697285,0.0007515154,0.0002964163,0.0006801977,0.0002848108,0.0003748678,0.0008225396],"category_scores_gemma":[0.003197133,0.0001046639,0.0004872049,0.0005776968,0.0003238003,0.0003287284,0.0008176437,0.000552161,0.0001432037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281853,"about_ca_system_score_gemma":0.0003125163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001290016,"about_ca_topic_score_gemma":0.001428203,"domain_scores_codex":[0.9994676,0.0002668242,0.00005020263,0.0000909451,0.00005805341,0.00006655641],"domain_scores_gemma":[0.9979133,0.0004679587,0.0009934118,0.0002115586,0.0001321276,0.0002816173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001673057,0.00004680756,0.9961331,0.00001634166,0.00008560056,0.0000372789,0.00007689901,0.0003991375,0.0005266157,0.00003761311,0.00007350279,0.002399833],"study_design_scores_gemma":[0.000009813902,0.0001658113,0.9968399,0.000009383551,0.00002873722,0.0001578788,0.0001580897,0.002231298,0.0001188816,0.0001938438,0.0000806779,0.000005710483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987838,0.0001442996,0.0007187653,0.00006094377,0.000002706338,0.00000715186,0.0001707236,0.000005198517,0.0001062952],"genre_scores_gemma":[0.9993875,0.00003745883,0.0002208475,0.00001099222,0.000004774808,0.000005975686,0.0002977994,0.000001324593,0.00003337824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001358144,"threshold_uncertainty_score":0.007182598,"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."}}