{"id":"W4308771504","doi":"10.1177/17423953221137891","title":"Comorbidity and risk factors of subsequent lower extremity amputation in patients diagnosed with diabetes in Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Comorbidity; Diabetes mellitus; Amputation; Odds ratio; Logistic regression; Odds; Internal medicine; Physical therapy; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208676,0.000127603,0.0002758345,0.0001051252,0.0000548016,0.000005791942,0.000066794,0.00002182485,0.00009502755],"category_scores_gemma":[0.00002150486,0.0001107062,0.00001872774,0.0002593764,0.00005626676,0.00005307746,0.00009340352,0.0001847318,1.092396e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118133,"about_ca_system_score_gemma":0.0005409853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2447096,"about_ca_topic_score_gemma":0.7382793,"domain_scores_codex":[0.9988564,0.00008386634,0.0002297307,0.0002246999,0.0003711095,0.000234214],"domain_scores_gemma":[0.9995434,0.00007895473,0.0001227523,0.0001660403,0.00003318065,0.00005565886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005600207,0.0003674321,0.9908713,0.0001369745,0.0000339974,0.00001878991,0.0006290039,0.0006621041,0.000007517817,0.000007793406,0.000147921,0.007061209],"study_design_scores_gemma":[0.003633537,0.0003626169,0.9903204,0.00006074387,0.00004960347,9.337264e-8,0.004176939,0.0005614365,0.0002569607,0.00001700782,0.0004212816,0.0001393432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988906,0.0000881565,0.000008140155,0.00004130242,0.0002137689,0.0005963274,0.00003666515,0.000008805295,0.0001162204],"genre_scores_gemma":[0.9996608,0.00001422714,0.00001165204,0.0000323482,0.000008770045,0.00007981343,0.0001258331,0.00001310643,0.00005339881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4935698,"threshold_uncertainty_score":0.76032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006885959782387677,"score_gpt":0.21608529846635,"score_spread":0.2091993386839623,"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."}}