{"id":"W2596436183","doi":"10.1177/1534734617699318","title":"Influence of Epidemiologic and Patient Behavior–Related Predictors on Amputation Rates in Diabetic Patients","year":2017,"lang":"en","type":"review","venue":"The International Journal of Lower Extremity Wounds","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Amputation; Diabetes mellitus; Diabetic foot; Internal medicine; Intensive care medicine; Emergency medicine; Surgery; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009150234,0.0002603185,0.001072435,0.000434111,0.00003633587,0.00004512487,0.0005163912,0.0001485714,0.00002657062],"category_scores_gemma":[0.0007617281,0.0001555014,0.0002897804,0.00009450268,0.0001851061,0.0001447511,0.0001654584,0.0005494861,0.000003724993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003028717,"about_ca_system_score_gemma":0.0001679576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838677,"about_ca_topic_score_gemma":0.000002862249,"domain_scores_codex":[0.997326,0.00018229,0.001370473,0.0001985904,0.0007628446,0.0001597779],"domain_scores_gemma":[0.9965614,0.0004658376,0.002203329,0.0002633071,0.0004295743,0.00007651477],"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":[0.0001768393,0.001106535,0.07014826,0.0007346713,0.0007526159,0.0001195215,0.0001796005,0.0001259713,0.000001697828,0.0002067371,0.0003740232,0.9260736],"study_design_scores_gemma":[0.004113007,0.00336661,0.6574997,0.04845605,0.003673382,0.0001572657,0.00008096424,0.00007571671,0.000007599813,0.001321636,0.2806764,0.0005717466],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7344681,0.2627575,0.000002958694,0.0002751133,0.0009352404,0.0007304799,0.00001814608,0.000006284717,0.0008061164],"genre_scores_gemma":[0.5117222,0.4879709,0.00003168755,0.0000853425,0.00004571031,0.00001840764,0.00002827986,0.00001300882,0.00008449043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9255018,"threshold_uncertainty_score":0.6341165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760454114096241,"score_gpt":0.373458464387161,"score_spread":0.3258539232461986,"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."}}