{"id":"W4213035923","doi":"10.1016/j.jvs.2021.10.032","title":"Lower socioeconomic status is associated with higher rates of critical limb ischemia presentation and post-revascularization amputation","year":2022,"lang":"en","type":"review","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Amputation; Critical limb ischemia; Revascularization; Socioeconomic status; Presentation (obstetrics); Ischemia; Limb ischemia; Surgery; Internal medicine; Environmental health; Myocardial infarction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008708237,0.0002907305,0.001751016,0.0004263661,0.00006359148,0.00004943585,0.00007030968,0.0001480073,0.00120233],"category_scores_gemma":[0.0004643986,0.0002284341,0.001073049,0.0002239233,0.00009614313,0.0002897765,0.00005409905,0.0003556492,0.000004363606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820401,"about_ca_system_score_gemma":0.0006309888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009877573,"about_ca_topic_score_gemma":6.568955e-7,"domain_scores_codex":[0.9973438,0.0003879404,0.001107704,0.0002575776,0.0006665905,0.0002364059],"domain_scores_gemma":[0.9973919,0.0006909591,0.001134061,0.0002147118,0.0003803175,0.0001880114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001250304,0.004648616,0.01835869,0.09319498,0.03715752,0.001639466,0.0009991231,0.0001618217,0.0001082493,0.00008846643,0.02164599,0.8207468],"study_design_scores_gemma":[0.002569994,0.001162987,0.03439057,0.01393615,0.02573992,0.0002532177,0.0002422056,0.0001679138,0.00002127925,0.00007168338,0.9205538,0.0008902834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0385665,0.9600959,0.0001329505,0.0002514801,0.0003218958,0.0005197629,0.0000451227,0.00001399166,0.00005233037],"genre_scores_gemma":[0.006188922,0.9925324,0.0001404598,0.0002595969,0.0001634203,0.00002845093,0.0004603822,0.0000721616,0.0001542237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8989078,"threshold_uncertainty_score":0.9997107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310047502199027,"score_gpt":0.3217091306514542,"score_spread":0.2886086556294639,"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."}}