{"id":"W4402417377","doi":"10.1007/s00134-024-07618-x","title":"Management of cardiogenic shock: state-of-the-art","year":2024,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"Abiomed; ZOLL Medical Corporation; Amarin Corporation; Sanofi; Daiichi Sankyo Europe; Deutsche Forschungsgemeinschaft; Bristol-Myers Squibb; European Commission; Amgen","keywords":"Cardiogenic shock; Medicine; Pain medicine; Anesthesiology; Shock (circulatory); Intensive care medicine; Cardiology; Anesthesia; Internal medicine; Myocardial infarction","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":[0.001550733,0.001006814,0.001983875,0.001935715,0.000352958,0.00177902,0.001071058,0.001420413,0.003531865],"category_scores_gemma":[0.00275001,0.0002838146,0.0009718979,0.001794625,0.0006723893,0.00182826,0.0009284808,0.001900348,0.001304891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282278,"about_ca_system_score_gemma":0.001613241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007926592,"about_ca_topic_score_gemma":0.001246188,"domain_scores_codex":[0.999356,0.0001291941,0.0001557438,0.0001032925,0.0002160305,0.00003990801],"domain_scores_gemma":[0.9977743,0.001670848,0.0002111754,0.00004740875,0.0002451629,0.00005118478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006833388,0.00005372332,0.0001367351,0.04058971,0.000137576,0.00008149983,0.00006624069,0.000347616,0.0004256819,0.002571811,0.01007566,0.9454454],"study_design_scores_gemma":[0.00003796443,0.0002902334,0.001791524,0.06266703,0.0006963591,0.002004309,0.0002478235,0.0003319947,0.0005831338,0.006651077,0.9246501,0.00004850369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006760351,0.999059,0.00009496427,0.000304847,0.00008846841,0.000003353761,0.000009835937,0.000004551395,0.0003673278],"genre_scores_gemma":[0.0004915748,0.998964,0.0001479981,0.0001564759,0.0001354732,0.000005430461,0.00001625041,0.000001272653,0.00008143637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003531865,"threshold_uncertainty_score":0.01181531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003626631097494,"score_gpt":0.297145911843592,"score_spread":0.267109645532617,"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."}}