{"id":"W3005871454","doi":"10.2337/db2020-01","title":"Diagnosis and Management of Diabetic Foot Infections","year":2020,"lang":"en","type":"article","venue":"ADA Clinical Compendia","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Diabetic foot; Osteomyelitis; Debridement (dental); Medicine; Compendium; Antibiotics; Surgical debridement; Intensive care medicine; Surgery; Diabetes mellitus; Biology; Microbiology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002322559,0.0001184115,0.0003995729,0.000040917,0.00003417509,0.00001377016,0.00008606348,0.00004765273,0.0004745475],"category_scores_gemma":[0.00006923095,0.0001066589,0.0001280091,0.0001820046,0.0001242036,0.0000419743,0.0002244831,0.0001520816,0.00006399286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009953678,"about_ca_system_score_gemma":0.00001597756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001210064,"about_ca_topic_score_gemma":0.000004708121,"domain_scores_codex":[0.9987825,0.00005237338,0.0004974097,0.0002877319,0.0002093002,0.0001706947],"domain_scores_gemma":[0.9991223,0.0002701261,0.00009707719,0.0002205519,0.00003350911,0.0002563861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007907153,0.001148566,0.8808752,0.001063582,0.0008566302,0.00006271802,0.00007044247,0.000003554766,0.00001287097,0.01260098,0.01752841,0.08569802],"study_design_scores_gemma":[0.002368178,0.001516599,0.9064007,0.0001795764,0.0007058626,0.000001097535,0.0001116452,0.0001878283,0.00009093621,0.0003664389,0.08792929,0.0001418364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483901,0.000416826,0.000408896,0.009886499,0.0003470977,0.0009561418,0.000007665205,0.00009947235,0.03948736],"genre_scores_gemma":[0.994269,0.001680408,0.001879612,0.00181289,0.00008861049,0.00006190938,0.00001459562,0.00001473379,0.0001782678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08555619,"threshold_uncertainty_score":0.5195962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435839036887815,"score_gpt":0.3730406188745862,"score_spread":0.298682228505708,"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."}}