{"id":"W4306319932","doi":"10.1093/eurheartj/ehac544.2053","title":"Effects of distal radial access vs conventional radial access in patients undergoing coronary angiography and/or intervention: a meta-analysis of randomised trials","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Randomized controlled trial; Radial artery; Acute coronary syndrome; Internal medicine; Meta-analysis; Population; Angiography; Cardiology; Clinical endpoint; Coronary angiography; Myocardial infarction; Artery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002445695,0.0001375198,0.00121815,0.0008526555,0.0001703272,0.00006139376,0.0002366782,0.00001775669,0.001216242],"category_scores_gemma":[0.000426097,0.0001055666,0.003262189,0.0009101965,0.00006652273,0.0001806175,0.0002254959,0.0002513065,5.886631e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003509231,"about_ca_system_score_gemma":0.00009545007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001273373,"about_ca_topic_score_gemma":0.000008841769,"domain_scores_codex":[0.9960389,0.002099528,0.001009998,0.0002119771,0.0004866367,0.0001529765],"domain_scores_gemma":[0.9983763,0.0005963794,0.0006139631,0.0001648538,0.0001145368,0.0001339605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04497243,0.004918104,0.7183127,0.0007951416,0.2201211,0.0002423621,0.0006329515,0.001802927,0.000567647,0.0002421487,0.00539324,0.001999272],"study_design_scores_gemma":[0.03394429,0.00089212,0.9149254,0.00004524419,0.0493834,0.0001629246,0.00003685867,0.0001189642,0.00006614441,0.00004449479,0.000279008,0.0001011596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938385,0.003453746,0.0009859233,0.0004314457,0.0001858932,0.0008955742,0.00006558392,0.000009905722,0.0001334007],"genre_scores_gemma":[0.9993793,0.00008153198,0.0001180988,0.0001665575,0.00008025769,0.00003507191,0.00007260012,0.00001876854,0.00004779646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966127,"threshold_uncertainty_score":0.9996968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09833013543185173,"score_gpt":0.3645325717099326,"score_spread":0.2662024362780809,"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."}}