{"id":"W4282927581","doi":"10.1161/jaha.121.024655","title":"Sex‐Based Differences in Outcomes Following Peripheral Artery Revascularization: Insights From VOYAGER PAD","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Revascularization; Peripheral; Arterial disease; Internal medicine; Cardiology; Myocardial infarction; Vascular disease","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":[0.0004317731,0.000114514,0.000598851,0.0001275284,0.0001656542,0.00003919402,0.0001501709,0.00001767285,0.0001094772],"category_scores_gemma":[0.0002087592,0.00008062128,0.0004873013,0.0004681454,0.00002119783,0.000129383,0.00006963967,0.0003073743,0.000002356777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112852,"about_ca_system_score_gemma":0.0001208926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111473,"about_ca_topic_score_gemma":0.00002133193,"domain_scores_codex":[0.9976583,0.0006418715,0.0004471698,0.0001323921,0.0009606889,0.0001596411],"domain_scores_gemma":[0.9990093,0.0001609668,0.0005151589,0.0001929637,0.0000555281,0.00006615429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005555983,0.0002014845,0.9956541,0.000003828201,0.0002777906,0.00003073841,0.000488429,0.0004238975,0.001377528,0.000001596992,0.001106377,0.0003786457],"study_design_scores_gemma":[0.001151375,0.0001902368,0.9947404,0.0000334448,0.0001717122,0.000002675563,0.000668756,0.001397932,0.00003541401,0.0001150728,0.001406124,0.00008690821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876499,0.00008315597,0.0001081874,0.01141721,0.0004556463,0.0002067504,0.000005256555,0.00001287279,0.00006097987],"genre_scores_gemma":[0.9928477,0.00000355232,0.0003309592,0.006217839,0.0001177238,0.00001732355,0.000005483784,0.00001284771,0.0004465075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005199375,"threshold_uncertainty_score":0.328764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251601353214153,"score_gpt":0.2535946745215656,"score_spread":0.2410786609894241,"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."}}