{"id":"W4387698417","doi":"10.1016/j.jacc.2023.09.303","title":"TCT-296 Ultrasound-Guided Transfemoral Access for Coronary Procedures: A Pooled Learning Curve Analysis of the FAUST and UNIVERSAL Trials","year":2023,"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":"Centre Hospitalier Universitaire de Sherbrooke; Hamilton Health Sciences; Canadian Heart Research Centre; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; FAUST; Pooled analysis; Internal medicine; Medical physics; Meta-analysis; Art history","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":[0.02557432,0.001904286,0.008387824,0.001239125,0.0004862758,0.004127521,0.00145937,0.002758763,0.004026006],"category_scores_gemma":[0.0490948,0.00109601,0.02274989,0.001847298,0.001463535,0.004263539,0.002123129,0.004671386,0.0005822307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118482,"about_ca_system_score_gemma":0.0009347769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959608,"about_ca_topic_score_gemma":0.003435326,"domain_scores_codex":[0.9756329,0.01676495,0.002593803,0.00275467,0.00129679,0.0009568225],"domain_scores_gemma":[0.9464726,0.03502223,0.009672382,0.005793828,0.001857871,0.001181027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4947752,0.000206356,0.05508114,0.009604258,0.3990632,0.0002035343,0.0002830772,0.004204329,0.001075616,0.0008994989,0.002327746,0.03227599],"study_design_scores_gemma":[0.1506433,0.0177077,0.1420619,0.003597642,0.6636131,0.0006421994,0.0005046054,0.008659269,0.001133483,0.004036006,0.00694551,0.0004552662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7552348,0.2205596,0.01078328,0.001219612,0.001112818,0.001121694,0.003832078,0.0003026267,0.005833567],"genre_scores_gemma":[0.9865463,0.007687242,0.001884552,0.0007481571,0.0004491919,0.0003110245,0.001410221,0.0001399402,0.0008234349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02557432,"threshold_uncertainty_score":0.1352515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721134369470938,"score_gpt":0.3468243853874668,"score_spread":0.2996130416927575,"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."}}