{"id":"W2135583548","doi":"10.1016/j.ahj.2015.04.023","title":"The choice of arterial access for percutaneous coronary intervention and its impact on outcome: An expert opinion perspective","year":2015,"lang":"en","type":"review","venue":"American Heart Journal","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Abbott Vascular; Biosensors International Group; Biotronik; Medicines Company; Edwards Lifesciences; Medtronic","keywords":"Medicine; Percutaneous coronary intervention; Expert opinion; Intervention (counseling); Percutaneous; Vascular access; Second opinion; Intensive care medicine; Perspective (graphical); Outcome (game theory); Interventional cardiology; Cardiology; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002870172,0.0007397872,0.002677762,0.001740772,0.0002594616,0.00213379,0.001270476,0.002407416,0.00422549],"category_scores_gemma":[0.00969346,0.000311882,0.001571744,0.00217639,0.0007100821,0.001803142,0.0008138252,0.002933878,0.0007222173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107391,"about_ca_system_score_gemma":0.001886329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801934,"about_ca_topic_score_gemma":0.005653555,"domain_scores_codex":[0.9989538,0.0002641616,0.0002406242,0.000213852,0.0002731002,0.00005439905],"domain_scores_gemma":[0.9906465,0.00717797,0.001043167,0.00007149621,0.0009199519,0.0001409766],"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":[0.0003021451,0.0001203182,0.002945184,0.0721535,0.002325065,0.0003557785,0.0001628757,0.0006555328,0.0004909161,0.006244709,0.05574691,0.858497],"study_design_scores_gemma":[0.0003001906,0.0003900488,0.01159461,0.1658289,0.009284059,0.002892421,0.0007045649,0.0007966099,0.0004158559,0.01325502,0.7943088,0.0002289804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001229046,0.9973341,0.00007703441,0.001832251,0.0003314149,0.00000178393,0.0000273968,0.000001399312,0.0002717439],"genre_scores_gemma":[0.001593497,0.9953418,0.0001919422,0.001446738,0.001300529,0.000004108242,0.00003187148,0.000001156326,0.00008827611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00422549,"threshold_uncertainty_score":0.0151791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586018958913352,"score_gpt":0.5275564147250454,"score_spread":0.3689545188337102,"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."}}