{"id":"W2885035531","doi":"10.1016/j.cjca.2018.07.482","title":"Challenges With Severe Coronary Artery Calcification in Percutaneous Coronary Intervention: A Narrative Review of Therapeutic Options","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Coronary angiography; Cardiology; Calcification; Atherectomy; Internal medicine; Angioplasty; Percutaneous; Population; Radiology; Restenosis; Stent; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001497635,0.0007646361,0.001594737,0.002981886,0.0004503175,0.002171139,0.0009167303,0.001687147,0.002837829],"category_scores_gemma":[0.006320489,0.0003619541,0.0009422012,0.002349751,0.0007189196,0.001961722,0.00103014,0.001990118,0.0004818435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006815198,"about_ca_system_score_gemma":0.002952714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966199,"about_ca_topic_score_gemma":0.006215149,"domain_scores_codex":[0.9992879,0.0001659937,0.0002096638,0.0001028838,0.0001895823,0.0000440417],"domain_scores_gemma":[0.9961656,0.002807272,0.0005354909,0.0000294829,0.0003690749,0.00009313218],"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":[0.0001500868,0.00007562184,0.001594329,0.1022858,0.0004517139,0.001020585,0.0005119023,0.0003877151,0.0005876208,0.00572369,0.03702346,0.8501875],"study_design_scores_gemma":[0.00008533589,0.0001840222,0.004526895,0.1558096,0.001889817,0.009823136,0.001286329,0.0003552831,0.0002941794,0.006082771,0.8195208,0.0001418727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008309478,0.9990356,0.00004469633,0.0004941763,0.00009053127,0.000002595983,0.000009789908,0.00000149885,0.0002380021],"genre_scores_gemma":[0.0009476937,0.9981293,0.0001569834,0.0004580106,0.0002269651,0.000004298592,0.00001364985,7.51047e-7,0.00006231543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002981886,"threshold_uncertainty_score":0.00949353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896840766555263,"score_gpt":0.3480257070896856,"score_spread":0.2690572994241329,"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."}}