{"id":"W4404553888","doi":"10.1016/j.jvs.2024.07.097","title":"Detangling sex-based disparities in acute limb ischemia outcomes—Progress is being made, but we are behind the curve","year":2024,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Limb ischemia; Ischemia; Critical limb ischemia; Cardiology; Internal medicine; Intensive care medicine; Arterial disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02780138,0.001050442,0.003570319,0.002065129,0.001738816,0.006038878,0.002947089,0.00461648,0.008215244],"category_scores_gemma":[0.05388297,0.000588744,0.003184024,0.003504334,0.002966032,0.01122402,0.004434418,0.009328084,0.001342967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631347,"about_ca_system_score_gemma":0.009472796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02557609,"about_ca_topic_score_gemma":0.03890503,"domain_scores_codex":[0.9925076,0.003254642,0.0009459884,0.0009316603,0.001418312,0.0009418427],"domain_scores_gemma":[0.9365155,0.04004243,0.004693078,0.003685974,0.009649268,0.005413802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008584494,0.0005716647,0.4307184,0.002579324,0.002451292,0.0001883827,0.002420697,0.0008373265,0.0004740621,0.01891372,0.07838459,0.4616021],"study_design_scores_gemma":[0.0005668704,0.001442282,0.5817239,0.02194646,0.003458712,0.0004951546,0.01747677,0.004074805,0.0006038141,0.1520132,0.2157475,0.0004506477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08204329,0.3289646,0.006435986,0.5653777,0.007078143,0.0001330422,0.003110657,0.0001851409,0.006671551],"genre_scores_gemma":[0.534812,0.2347607,0.02308872,0.1701337,0.02953538,0.0003589437,0.004199308,0.0002034127,0.002907927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02780138,"threshold_uncertainty_score":0.1470295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752728197771748,"score_gpt":0.2720021729833788,"score_spread":0.2544748910056613,"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."}}