{"id":"W4392258759","doi":"10.56885/bjri9192","title":"A foot health pathway for people living with diabetes: Integrating a population health approach","year":2022,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population health; Foot (prosody); Diabetes mellitus; Diabetic foot; Population; Medicine; Physical medicine and rehabilitation; Gerontology; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008735609,0.0007344416,0.0007411222,0.00394147,0.005591754,0.006755607,0.002579499,0.003009817,0.009917494],"category_scores_gemma":[0.01804804,0.0004462328,0.0014837,0.002197928,0.001347407,0.003777776,0.01112532,0.006385143,0.001394861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01222643,"about_ca_system_score_gemma":0.1077125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1066489,"about_ca_topic_score_gemma":0.2606817,"domain_scores_codex":[0.9914157,0.004460804,0.0008146405,0.0003860822,0.001688652,0.001234191],"domain_scores_gemma":[0.9814715,0.001639063,0.0008646372,0.0003951122,0.005449245,0.01018028],"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":[0.0002017687,0.003997113,0.05194808,0.002550823,0.0004045896,0.003957378,0.01041532,0.005278657,0.001421469,0.03068873,0.2608368,0.6282992],"study_design_scores_gemma":[0.0008537401,0.003572279,0.1368403,0.01377599,0.0008438734,0.004781806,0.04959954,0.01071014,0.00125919,0.06611566,0.7109358,0.0007117216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06305018,0.00868696,0.1087801,0.6559964,0.005418191,0.01605397,0.001999156,0.002043725,0.1379713],"genre_scores_gemma":[0.4220934,0.02434556,0.4491985,0.07202545,0.003184187,0.007211535,0.002746505,0.0003920012,0.01880279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1066489,"threshold_uncertainty_score":0.2120563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212380253890083,"score_gpt":0.2974866442676682,"score_spread":0.2653628417287673,"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."}}