{"id":"W4379619038","doi":"10.1016/j.ijcard.2023.05.048","title":"Impact of Impella protected-percutaneous coronary intervention on left ventricle function recovery of patients with extensive coronary disease and poor left ventricular function","year":2023,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute; Abiomed","keywords":"Medicine; Impella; Ejection fraction; Cardiology; Internal medicine; Conventional PCI; Percutaneous coronary intervention; Coronary artery disease; Ventricle; Revascularization; Canadian Cardiovascular Society; Heart failure; Ventricular assist device; Myocardial infarction; Angina","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003002034,0.0002275344,0.0003436551,0.0001645531,0.000136892,0.0002926942,0.0001793133,0.000218448,0.001107341],"category_scores_gemma":[0.000938962,0.00004933426,0.000316788,0.0001204997,0.0001495375,0.0001871034,0.0002984076,0.000387751,0.0000958787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170088,"about_ca_system_score_gemma":0.0001641889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001569279,"about_ca_topic_score_gemma":0.0003505154,"domain_scores_codex":[0.9998554,0.0000410553,0.00001252597,0.00002786429,0.00002738211,0.00003572356],"domain_scores_gemma":[0.9994057,0.0001071942,0.0001834748,0.00003757591,0.00003573707,0.0002302614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03904196,0.00306981,0.8320785,0.0003760858,0.0007793076,0.001373129,0.000204163,0.0007299125,0.009639137,0.0001014344,0.0006606018,0.1119459],"study_design_scores_gemma":[0.0003178334,0.01432143,0.9823137,0.0000431534,0.0001900779,0.001014359,0.0000812029,0.0003472873,0.0008714925,0.00004370262,0.000446786,0.000009106778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987794,0.0007205716,0.00006006077,0.00004054539,0.000006766884,0.000008458662,0.00003995926,0.000004129418,0.0003402136],"genre_scores_gemma":[0.9995809,0.000140718,0.00007688429,0.00002588988,0.0000178433,0.00000699229,0.00008873337,6.233961e-7,0.00006132258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001107341,"threshold_uncertainty_score":0.003704429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00908921065039326,"score_gpt":0.2663983864421186,"score_spread":0.2573091757917253,"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."}}