{"id":"W3159607530","doi":"10.1097/hco.0000000000000871","title":"Percutaneous management of calcified coronary arteries – review of atherectomy and lithotripsy devices and why it is important","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Conventional PCI; Atherectomy; Percutaneous coronary intervention; Stent; Balloon; Percutaneous; Lithotripsy; Revascularization; Radiology; Calcification; Clinical Practice; Cardiology; Restenosis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129236,0.000292692,0.002699297,0.0001537891,0.00001778344,0.000004517566,0.00008836643,0.0001661751,0.0001513518],"category_scores_gemma":[0.0000545497,0.0002374265,0.0004695688,0.0001914473,0.0001748569,0.00002080038,0.0001918322,0.0002370072,0.00000130413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004199435,"about_ca_system_score_gemma":0.0001062664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005211075,"about_ca_topic_score_gemma":0.000001198508,"domain_scores_codex":[0.9977854,0.0002361464,0.001239558,0.000422603,0.0001451198,0.0001711329],"domain_scores_gemma":[0.9987155,0.0002598953,0.0004399817,0.000382063,0.0001296168,0.00007293781],"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":[0.00001206364,0.00005564689,0.001529777,0.3777041,0.0003446561,0.0001257507,0.0000311771,1.918894e-8,4.692489e-8,0.0001390603,0.006342533,0.6137152],"study_design_scores_gemma":[0.000184185,0.0001980036,0.000661034,0.2928986,0.0009093027,0.003210864,0.00008382113,5.665106e-7,4.056283e-8,0.00001323609,0.701719,0.0001213529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005117998,0.9970695,0.00002568907,0.000185848,0.001163054,0.0009527219,0.0002547923,0.000006930673,0.0002902442],"genre_scores_gemma":[0.00005107192,0.9990405,0.0001559416,0.0000621255,0.00008902814,0.0000768993,0.0004781828,0.00001942156,0.00002676887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6953765,"threshold_uncertainty_score":0.9681971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107490978687958,"score_gpt":0.4216297652764585,"score_spread":0.3108806674076627,"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."}}