{"id":"W4229454627","doi":"10.1186/s13244-022-01228-1","title":"Diabetic foot infections: how to investigate more efficiently? A retrospective study in a quaternary university center","year":2022,"lang":"en","type":"article","venue":"Insights into Imaging","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre","funders":"Université de Montréal","keywords":"Medicine; Diabetic foot; Quaternary; Foot (prosody); Center (category theory); Retrospective cohort study; Neuroradiology; Surgery; Diabetes mellitus; Geology; Paleontology; Psychiatry; Endocrinology; Neurology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001351342,0.0003103914,0.0005274492,0.001151858,0.001666762,0.00116066,0.0004944399,0.0008021983,0.002434524],"category_scores_gemma":[0.003877155,0.0005302699,0.0004080919,0.002132408,0.0005981666,0.0005991663,0.0007530392,0.0008601733,0.0003008291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654702,"about_ca_system_score_gemma":0.001877038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009367703,"about_ca_topic_score_gemma":0.01204234,"domain_scores_codex":[0.9985847,0.0003537131,0.0002077568,0.0002133801,0.0003233076,0.0003171517],"domain_scores_gemma":[0.995882,0.0006847707,0.001869711,0.0001600933,0.0004584019,0.0009450899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006164717,0.0001876758,0.9971878,0.00003760288,0.00001182231,0.0005538095,0.0005972297,0.00001316046,0.00009349477,0.00001721467,0.0001611974,0.001077303],"study_design_scores_gemma":[0.0000213639,0.0007701977,0.990519,0.0000854943,0.00003612769,0.00218869,0.005557537,0.0001296367,0.00007984952,0.00002286082,0.0005733675,0.00001588299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992029,0.00031918,0.00003994785,0.0001055514,0.000006675269,0.00002552772,0.00005957369,0.000001310258,0.0002392936],"genre_scores_gemma":[0.9991282,0.0003344734,0.00009366954,0.0001985325,0.00002146625,0.00002437572,0.0000858848,0.000002239694,0.0001111449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009367703,"threshold_uncertainty_score":0.01862633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249250540688962,"score_gpt":0.2612470026403265,"score_spread":0.2487544972334369,"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."}}