{"id":"W4283788665","doi":"10.1016/j.cjca.2022.06.024","title":"Time to Ditch Transfemoral Access for Complex Percutaneous Coronary Intervention?","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Acute coronary syndrome; Context (archaeology); Scopus; Internal medicine; Randomized controlled trial; Radial artery; Cardiology; MEDLINE; Myocardial infarction; Artery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002175092,0.0002009695,0.0008804293,0.0004840854,0.0001947131,0.00003396527,0.0005690905,0.0002819453,0.002670408],"category_scores_gemma":[0.00008140356,0.0001963137,0.001028494,0.0001305702,0.0001037128,0.00003614455,0.00002734891,0.00106021,0.00004244838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405702,"about_ca_system_score_gemma":0.001405966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194748,"about_ca_topic_score_gemma":0.0002486913,"domain_scores_codex":[0.9985559,0.0001332493,0.0004878207,0.0002384526,0.0001746267,0.0004099314],"domain_scores_gemma":[0.9986398,0.00008307373,0.0001439991,0.0003101536,0.0003696581,0.0004533133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000865422,0.000002513522,0.0001167824,0.0001056264,0.000658709,0.002424532,0.00004899028,0.0004314957,0.00003704359,0.000006096302,0.9943089,0.001772779],"study_design_scores_gemma":[0.0005387349,0.001075387,0.002027169,0.00005858988,0.0005406858,0.0740972,0.00003367896,0.00002025004,6.81319e-7,0.0001309541,0.9213145,0.0001622188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002507083,0.00112025,0.005965235,0.9832575,0.001030247,0.001181492,0.001071807,0.0000150261,0.003851366],"genre_scores_gemma":[0.1614061,0.0000448294,0.0009093774,0.8073604,0.01774667,0.000193977,0.002811227,0.0002028014,0.009324651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1758971,"threshold_uncertainty_score":0.9982413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103248459260641,"score_gpt":0.2998783772350382,"score_spread":0.2588458926424318,"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."}}