{"id":"W4402030057","doi":"10.1177/17085381241279142","title":"Axillary compared to brachial access for endovascular procedures","year":2024,"lang":"en","type":"article","venue":"Vascular","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Brachial artery; Surgery; Radiology","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":[0.002581944,0.0003423899,0.0003992254,0.00113956,0.0002887865,0.0009926164,0.0003118041,0.000401023,0.006364846],"category_scores_gemma":[0.01440159,0.0001046138,0.0005797946,0.001050257,0.0003934873,0.0005923443,0.0006753323,0.0005108492,0.0008669065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206284,"about_ca_system_score_gemma":0.0003377776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702908,"about_ca_topic_score_gemma":0.0004160747,"domain_scores_codex":[0.996245,0.001301942,0.0005765853,0.0004478702,0.001104472,0.0003241524],"domain_scores_gemma":[0.9795607,0.01023256,0.007032391,0.0007244733,0.001252968,0.001196907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00301175,0.0001993986,0.854398,0.0008516749,0.0003236383,0.001674005,0.0003463687,0.0004043575,0.00429275,0.0007560833,0.000891483,0.1328506],"study_design_scores_gemma":[0.0001030314,0.003173847,0.9552227,0.0004077412,0.0004589403,0.03034077,0.0004942383,0.001084463,0.001796329,0.0007912961,0.006096403,0.00003027576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976653,0.01114607,0.002747157,0.0002983696,0.000156245,0.00004064408,0.0002376687,0.00005289152,0.008668019],"genre_scores_gemma":[0.99537,0.001913577,0.001418466,0.0001214161,0.0003233723,0.00003566737,0.0001797783,0.00001614427,0.0006216749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006364846,"threshold_uncertainty_score":0.02129257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283034514626126,"score_gpt":0.3368374405200091,"score_spread":0.3040070953737479,"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."}}