{"id":"W3118893419","doi":"10.1016/j.jacc.2020.11.025","title":"Predictive Value of the Residual SYNTAX Score in Patients With Cardiogenic Shock","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sorbonne Université; Servier; Deutsche Gesellschaft für Kardiologie-Herz und Kreislaufforschung.; Deutsche Stiftung für Herzforschung; Fédération Française de Cardiologie; Canada Excellence Research Chairs, Government of Canada; Institut Servier; Abiomed; Daiichi-Sankyo; Medicines Company; Sanofi; European Commission; Seventh Framework Programme; American College of Cardiology Foundation; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Conventional PCI; Medicine; Cardiology; Cardiogenic shock; Percutaneous coronary intervention; Myocardial infarction; Internal medicine; Interquartile range; RSS; Culprit; Coronary artery disease; Mace; Acute coronary syndrome; Clinical endpoint; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289573,0.0001308603,0.0008618549,0.00008010281,0.00002529802,0.000002002494,0.0004580258,0.00005434878,0.000005572896],"category_scores_gemma":[0.0001901429,0.00007583087,0.0003388801,0.0006035181,0.0002519366,0.00005362343,0.0001135212,0.0003324453,3.199261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116315,"about_ca_system_score_gemma":0.0002407724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000052639,"about_ca_topic_score_gemma":0.00001026476,"domain_scores_codex":[0.9982694,0.000444344,0.0005585927,0.0001137145,0.0004277857,0.0001861875],"domain_scores_gemma":[0.9985699,0.0001734644,0.0004880663,0.0004365404,0.00028033,0.00005171531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002080216,0.00001861586,0.8879682,0.0000367651,0.0008477214,0.00005807954,0.00004283128,0.1091729,0.0008789113,0.0001010806,0.0005801209,0.00008670505],"study_design_scores_gemma":[0.0007233043,0.0003371275,0.9930274,0.0001276637,0.0002306032,0.0002109427,0.0003272893,0.0001809779,0.004306098,0.0001416502,0.0002922992,0.0000946844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982654,0.0003079138,0.0001615485,0.0001005176,0.0004373842,0.0001518826,0.0001271573,0.000004773156,0.0004434105],"genre_scores_gemma":[0.9996588,0.00001446475,0.0001537231,0.00004385226,0.00009693247,0.0000024003,5.724766e-7,0.00001991653,0.00000937842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108992,"threshold_uncertainty_score":0.3092293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006359374387621883,"score_gpt":0.1980327438172547,"score_spread":0.1916733694296328,"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."}}