{"id":"W4319262339","doi":"10.1016/j.jdiacomp.2023.108407","title":"Upstream comprehensive management of individuals with diabetes with multimorbidity and frailty to act against amputation","year":2023,"lang":"en","type":"article","venue":"Journal of Diabetes and its Complications","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université du Québec à Trois-Rivières; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Amputation; Medicine; Diabetes mellitus; Retrospective cohort study; Cohort; Cohort study; Gerontology; Overall survival; Intensive care medicine; Physical therapy; Internal medicine; Surgery; Endocrinology","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":[0.0006529273,0.0004633574,0.0005784062,0.001042076,0.001754312,0.001574932,0.0005866507,0.001166855,0.01268113],"category_scores_gemma":[0.003392097,0.0002008647,0.0008048483,0.0004320366,0.0001836266,0.0008426749,0.002240165,0.002788272,0.001092345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009719001,"about_ca_system_score_gemma":0.005031846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003916228,"about_ca_topic_score_gemma":0.0132048,"domain_scores_codex":[0.9993576,0.0001713345,0.00006167558,0.00005218498,0.0001471296,0.0002100213],"domain_scores_gemma":[0.9982002,0.0001954109,0.0001876397,0.00003996764,0.0002777679,0.001099062],"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":[0.0008427578,0.006791309,0.2151075,0.0009367347,0.000224267,0.003584196,0.00157299,0.0005711751,0.00214294,0.002809201,0.07875332,0.6866635],"study_design_scores_gemma":[0.0006901983,0.003518295,0.8390484,0.01117972,0.001053371,0.006441236,0.008358593,0.003317837,0.002548107,0.01652233,0.1071254,0.0001966066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6253009,0.03346167,0.009219094,0.1201222,0.004714496,0.00173486,0.0009570515,0.0006539178,0.2038358],"genre_scores_gemma":[0.9287987,0.01342318,0.01446046,0.02382558,0.002448552,0.0006504972,0.0007775437,0.00005502308,0.01556035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268113,"threshold_uncertainty_score":0.04242259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646706368553517,"score_gpt":0.3090983302458369,"score_spread":0.2726312665603017,"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."}}