{"id":"W3193492225","doi":"10.1016/j.jvs.2021.06.366","title":"Trends in Lower Extremity Revascularization and Amputation for Peripheral Arterial Disease over the Last Two Decades: A Population-Based Time Series Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Arterial disease; Amputation; Peripheral; Revascularization; Population; Series (stratigraphy); Surgery; Cardiology; Physical medicine and rehabilitation; Internal medicine; 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":[0.0006654495,0.0002277432,0.0004288661,0.001606172,0.0001966158,0.0006787553,0.0003333658,0.0005543967,0.001082741],"category_scores_gemma":[0.00193941,0.0002360028,0.001202815,0.003094829,0.0001801796,0.0007509571,0.0004348702,0.0006443498,0.0002483084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062743,"about_ca_system_score_gemma":0.000468223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381843,"about_ca_topic_score_gemma":0.01380367,"domain_scores_codex":[0.9994439,0.00008633231,0.0001176677,0.0001688574,0.00008477705,0.00009833241],"domain_scores_gemma":[0.9984459,0.0002099001,0.000801985,0.00009774286,0.0002778339,0.0001667171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005772,0.00002525033,0.9976285,0.00003389705,0.0002017849,0.00006506046,0.00006137751,0.0001135898,0.0001070309,0.00002825357,0.0002882505,0.001346486],"study_design_scores_gemma":[0.000002306962,0.000035855,0.9990937,0.000007867971,0.00005254344,0.0001611979,0.0001507863,0.0002349605,0.00001914929,0.000009749656,0.0002284033,0.000003580632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940506,0.00109212,0.0001347049,0.0001038379,0.00001508186,0.00000698335,0.004117308,0.00001350005,0.00046591],"genre_scores_gemma":[0.9956473,0.0006240347,0.00009778683,0.00004606049,0.00001823648,0.00001182766,0.003370697,0.000004944683,0.0001790861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381843,"threshold_uncertainty_score":0.02747601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064238477379601,"score_gpt":0.2648957745974176,"score_spread":0.2542533898236216,"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."}}