{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620381,0.0002273012,0.0003675968,0.0002474926,0.0001662017,0.0002194615,0.0003024891,0.00009605611,0.0001077213],"category_scores_gemma":[0.0001984158,0.0001940903,0.0007206907,0.0005780479,0.00003107546,0.0001521435,0.0001180549,0.0001514207,0.000182652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436266,"about_ca_system_score_gemma":0.0003257178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003655083,"about_ca_topic_score_gemma":0.00002309187,"domain_scores_codex":[0.9983143,0.00002338561,0.0002827103,0.0006083428,0.0003963083,0.0003749567],"domain_scores_gemma":[0.9988024,0.00004955965,0.00002174089,0.0006680157,0.0001806318,0.0002776476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001063586,0.002865775,0.0130875,0.02552924,0.01791375,0.0005076504,0.004378061,0.006790033,0.08406,0.09934288,0.6450867,0.09937482],"study_design_scores_gemma":[0.002372334,0.0003212243,0.03037264,0.0008117018,0.001369294,0.0008501223,0.000118456,0.009048366,0.0062965,0.002913794,0.9448461,0.0006795073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5903738,0.05635266,0.3180745,0.01494915,0.001564515,0.01136583,0.0001290171,0.002378489,0.004811993],"genre_scores_gemma":[0.9886671,0.0002427765,0.005998404,0.002227292,0.0008314376,0.001158439,0.0001759081,0.0001031541,0.0005955148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982932,"threshold_uncertainty_score":0.7914773,"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."}}