{"id":"W2066410763","doi":"10.1016/j.jcin.2010.11.011","title":"Radial Artery Access as a Predictor of Increased Radiation Exposure During a Diagnostic Cardiac Catheterization Procedure","year":2011,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Cardiac catheterization; Radial artery; Fluoroscopy; Medicine; Kerma; Femoral artery; Cardiology; Radiation exposure; Internal medicine; Artery; Radiology; Nuclear medicine; Dosimetry","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":[0.0008819864,0.0003650457,0.0003841315,0.0008762593,0.0005512213,0.0008777196,0.0006848592,0.001295424,0.003426698],"category_scores_gemma":[0.01090868,0.0003383665,0.0008248959,0.0009280166,0.0004326229,0.0005143093,0.0004863335,0.002389539,0.0003494436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361362,"about_ca_system_score_gemma":0.001065695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002929275,"about_ca_topic_score_gemma":0.002946375,"domain_scores_codex":[0.9988961,0.0004060797,0.0001292623,0.0001094094,0.0002802788,0.0001787126],"domain_scores_gemma":[0.9822007,0.008252309,0.005432758,0.001157216,0.0008371271,0.002119859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004772225,0.000124779,0.9959033,0.00002559565,0.0001222821,0.0005298819,0.00008135583,0.0001572503,0.0007591294,0.00002632998,0.0001113419,0.001681497],"study_design_scores_gemma":[0.00001047791,0.0005191987,0.995263,0.00003169308,0.0001528479,0.002426143,0.000283719,0.0007207316,0.0002742639,0.00005683018,0.0002444792,0.00001659274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968885,0.0006230118,0.0004528215,0.0001781731,0.00003572168,0.0000139553,0.0001781557,0.00002137164,0.001608226],"genre_scores_gemma":[0.9990712,0.0001985517,0.0003273617,0.00006490134,0.00005964571,0.00000779961,0.00009929501,0.00001137136,0.0001598842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003426698,"threshold_uncertainty_score":0.01146346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916162195409885,"score_gpt":0.2699055391664919,"score_spread":0.240743917212393,"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."}}