{"id":"W4309494744","doi":"10.1016/j.jcin.2022.09.006","title":"Distal vs Conventional Radial Access for Coronary Angiography and/or Intervention","year":2022,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radial artery; Number needed to treat; Randomized controlled trial; Internal medicine; Relative risk; Confidence interval; Meta-analysis; Percutaneous coronary intervention; Clinical endpoint; Cardiology; Odds ratio; 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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009478348,0.0005912862,0.002403211,0.0008281185,0.0005441331,0.0002071855,0.0005514702,0.0002883714,0.002129977],"category_scores_gemma":[0.000208924,0.0005191083,0.03647748,0.0008034427,0.0001598489,0.0002380452,0.0006031499,0.0005735535,0.00002631503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502094,"about_ca_system_score_gemma":0.0002734201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004819869,"about_ca_topic_score_gemma":0.00002740631,"domain_scores_codex":[0.996233,0.0003820145,0.001272509,0.001046668,0.0006255281,0.0004403189],"domain_scores_gemma":[0.9977746,0.0001919077,0.0004184035,0.001167488,0.0001827481,0.0002648702],"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":[0.0001568067,0.000913765,0.00004658835,0.0488583,0.02746133,0.00006242239,0.00001667155,0.00000531978,5.68017e-8,0.00161841,0.009313646,0.9115467],"study_design_scores_gemma":[0.002272781,0.0005754757,0.0006878793,0.009440443,0.02599024,0.003933928,0.00004892394,0.00001972489,1.709333e-7,0.000204563,0.9563361,0.0004897307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001167728,0.9708931,0.02233783,0.00008635479,0.0007869084,0.004329257,0.001066853,0.0001594214,0.000328599],"genre_scores_gemma":[0.000231367,0.9817757,0.0006612932,0.00005405059,0.0005142178,0.007865021,0.007217729,0.0001575191,0.001523073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9470225,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304283210362406,"score_gpt":0.3990625159687507,"score_spread":0.2686341949325101,"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."}}