{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009879636,0.0008473611,0.0007561774,0.001046866,0.0003299935,0.001262406,0.0005209171,0.001149094,0.002282985],"category_scores_gemma":[0.004700672,0.0002703786,0.000858321,0.0006063235,0.0005616813,0.0008193037,0.0005987347,0.002039299,0.0004476852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268423,"about_ca_system_score_gemma":0.0005301994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008981802,"about_ca_topic_score_gemma":0.000947382,"domain_scores_codex":[0.9995975,0.0001038307,0.00005625208,0.00007981303,0.00008646258,0.00007608379],"domain_scores_gemma":[0.9971195,0.001123304,0.0006716587,0.0001742264,0.000227931,0.0006832991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00100916,0.00009014818,0.994735,0.00002079553,0.0001403221,0.0002074216,0.00003166696,0.0004528925,0.0003802976,0.0001211109,0.0002696586,0.002541518],"study_design_scores_gemma":[0.0000724944,0.0003931397,0.9918928,0.00002664083,0.0002538548,0.0007594338,0.0002052278,0.005331745,0.0002429142,0.0004935252,0.000305214,0.00002298844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955422,0.001015664,0.0003012585,0.0004441531,0.00009696345,0.00001381714,0.0003272351,0.0000214892,0.002237167],"genre_scores_gemma":[0.9988347,0.0001936332,0.0001620208,0.00007601377,0.0001357424,0.000007219197,0.0003688134,0.000004728834,0.0002172383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002282985,"threshold_uncertainty_score":0.007637322,"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."}}