{"id":"W2052534301","doi":"10.1097/01.asw.0000284957.16567.3a","title":"Best Practice Recommendations for the Prevention, Diagnosis, and Treatment of Diabetic Foot Ulcers","year":2007,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of Toronto","funders":"","keywords":"Medicine; Wound care; Best practice; Diabetic foot; MEDLINE; Diabetic foot ulcer; Nursing; Intensive care medicine; Diabetes mellitus","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":[0.0002372279,0.0001171617,0.0001893097,0.00008257672,0.00008084763,0.00001664813,0.00006005568,0.00003290026,0.00003489005],"category_scores_gemma":[0.000101639,0.00008535271,0.00006397605,0.0001685916,0.00008478099,0.0001906305,0.00002352695,0.0000459091,0.000001381173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780265,"about_ca_system_score_gemma":0.00003530131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005355538,"about_ca_topic_score_gemma":0.0008234406,"domain_scores_codex":[0.9991599,0.00002555263,0.0002724619,0.0001981983,0.0001485698,0.0001952803],"domain_scores_gemma":[0.9986154,0.0008723408,0.0001226983,0.000221078,0.0001244406,0.0000440736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001583395,0.0009074232,0.02323432,0.0002521963,0.0001629091,0.000004548813,0.002588452,0.00003592432,0.000006415524,0.002757007,0.0005545788,0.9693379],"study_design_scores_gemma":[0.002232451,0.002163137,0.008041885,0.0002092905,0.0005586023,0.000002840814,0.02778172,0.00001312013,0.0007182091,0.0006765244,0.9574897,0.0001125482],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4935313,0.3079982,0.02599701,0.04529715,0.004479621,0.02252365,0.000151669,0.0001503366,0.09987105],"genre_scores_gemma":[0.9699604,0.02163546,0.006605168,0.0002036841,0.0001020666,0.0007732677,0.00006528747,0.00001648046,0.0006382217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9692253,"threshold_uncertainty_score":0.3480582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219982283461152,"score_gpt":0.373830137794724,"score_spread":0.3516303149601124,"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."}}