{"id":"W4408957301","doi":"10.1002/14651858.cd014594.pub2","title":"Ultrasound-guided versus anatomic landmark-guided percutaneous femoral artery access","year":2025,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"McMaster University; American Heart Association","keywords":"Medicine; Percutaneous; Radiology; Fluoroscopy; Randomized controlled trial; Femoral artery; Palpation; Percutaneous coronary intervention; Surgery; Myocardial infarction; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.002196494,0.0009869818,0.01071405,0.0005418774,0.0001350493,0.0001229314,0.001419225,0.0003225172,0.000352238],"category_scores_gemma":[0.005969596,0.0006598244,0.002444742,0.001127087,0.0001078663,0.0001715149,0.0003124503,0.0005187398,0.0004835931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660832,"about_ca_system_score_gemma":0.0010211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004200587,"about_ca_topic_score_gemma":0.00001688429,"domain_scores_codex":[0.9920233,0.001133991,0.004648665,0.0009736769,0.0007484296,0.0004718953],"domain_scores_gemma":[0.9906896,0.001849446,0.002330677,0.004400813,0.0004363196,0.0002930926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001460014,0.0001304426,0.000001689012,0.9473321,0.0007717264,0.0001067546,0.00002100395,1.862704e-7,0.000006377656,0.0001884722,0.04741692,0.004009684],"study_design_scores_gemma":[0.0007235371,0.00005316654,0.000001039165,0.8555441,0.01510548,0.02387693,0.0000261313,0.00001361565,0.000001532173,0.000006144821,0.1041664,0.0004818393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006339757,0.9823182,0.0003704579,0.0000385842,0.0005816128,0.0138011,0.0006696388,0.00008467211,0.002129405],"genre_scores_gemma":[0.000009264945,0.9909489,0.0009792255,0.0001083558,0.0002072521,0.001908454,0.004887234,0.00008538749,0.0008658908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09178799,"threshold_uncertainty_score":0.9995853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164123014152428,"score_gpt":0.4338020759135841,"score_spread":0.2696790617611561,"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."}}