{"id":"W2332953954","doi":"10.1016/j.jacc.2013.08.1029","title":"TCT-293 Ultrasound guidance for vascular access in patients undergoing coronary angiography via the trans-radial approach: A prospective clinical study.","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Coronary angiography; Radiology; Vascular access; Ultrasound; Cardiology; Angiography; Internal medicine; Prospective cohort study; Myocardial infarction","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":[0.001008745,0.0003665379,0.0005128129,0.0004983791,0.0004667933,0.0009644139,0.0003690828,0.001144273,0.002178415],"category_scores_gemma":[0.00488465,0.000506208,0.0004957427,0.0009823875,0.0006401358,0.0008507886,0.0003102737,0.001170783,0.0005731721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900829,"about_ca_system_score_gemma":0.0006922579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018781,"about_ca_topic_score_gemma":0.002610767,"domain_scores_codex":[0.9992591,0.0002612305,0.00006716285,0.0001375406,0.0001573382,0.0001176232],"domain_scores_gemma":[0.9963399,0.001563199,0.0009624002,0.0002259291,0.0003590117,0.0005494623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003984892,0.000921448,0.9903672,0.0000360784,0.00007292264,0.0005485517,0.0001405326,0.00006293181,0.000895492,0.00004897051,0.0001256335,0.002795397],"study_design_scores_gemma":[0.0005905884,0.009510359,0.9846073,0.00004133982,0.0002423673,0.002905701,0.0005311914,0.0007198104,0.0002725248,0.00008831493,0.0004520529,0.00003844717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999059,0.0003253458,0.00008162491,0.00002136813,0.000005700568,0.00003335703,0.00006242186,0.000002116789,0.0004091128],"genre_scores_gemma":[0.9991769,0.0002957158,0.0001529002,0.0000602539,0.00003054218,0.00003100455,0.0001367287,0.000002790518,0.000113146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178415,"threshold_uncertainty_score":0.007287502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082573399597394,"score_gpt":0.3031914039682244,"score_spread":0.2823656699722505,"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."}}