{"id":"W4380053289","doi":"10.33590/emjintcardiol/10308791","title":"What’s New in Transradial Access","year":2023,"lang":"en","type":"article","venue":"EMJ Interventional Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Merit Medical Systems","keywords":"Medicine; Session (web analytics); Conventional PCI; Percutaneous coronary intervention; Radial artery; Medical physics; Surgery; Artery; Computer science; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004962184,0.0006093894,0.0006897138,0.001767488,0.001398189,0.005711667,0.001455587,0.00500888,0.02222271],"category_scores_gemma":[0.0211561,0.0003456328,0.001204975,0.001618571,0.003750005,0.01217185,0.001522677,0.00823551,0.006071056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795532,"about_ca_system_score_gemma":0.003643187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796772,"about_ca_topic_score_gemma":0.005779619,"domain_scores_codex":[0.9957502,0.00102999,0.0004388702,0.0005576492,0.001832783,0.0003905567],"domain_scores_gemma":[0.9819011,0.008012877,0.00130429,0.0008318314,0.004609498,0.003340361],"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":[0.0001511255,0.0001426755,0.002598757,0.004495554,0.00006904198,0.0008526946,0.001092449,0.0001890363,0.0007443859,0.01384818,0.4030589,0.5727572],"study_design_scores_gemma":[0.00001649811,0.00008812213,0.001344163,0.003726569,0.00003318317,0.003709815,0.001235229,0.0001078592,0.000222031,0.007751232,0.9817207,0.00004450939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003140964,0.433733,0.004003558,0.4040526,0.1178247,0.00006380607,0.0003379976,0.0004445065,0.03639882],"genre_scores_gemma":[0.03060599,0.6033374,0.008325102,0.2043496,0.1294261,0.0001226262,0.0005452292,0.0003601148,0.02292781],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02222271,"threshold_uncertainty_score":0.07434243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874261801146685,"score_gpt":0.3981558977480238,"score_spread":0.309413279736557,"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."}}