{"id":"W4308831903","doi":"10.53350/pjmhs22169633","title":"Diabetic Foot Ulcers: Insights into Management and Prevention","year":2022,"lang":"en","type":"article","venue":"","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Diabetes mellitus; Diabetic foot; Amputation; Peripheral neuropathy; Arterial disease; Disease; Physical examination; Foot (prosody); Intensive care medicine; Diabetic neuropathy; Physical therapy; Vascular disease; Surgery; Internal medicine","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":[0.000862535,0.0006314712,0.0007321349,0.001604051,0.0004215763,0.001947867,0.0005647423,0.001367793,0.003255119],"category_scores_gemma":[0.001464251,0.0001719909,0.000483236,0.0008238401,0.000512015,0.001339839,0.0007359441,0.001976173,0.000826321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008694245,"about_ca_system_score_gemma":0.001528868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388816,"about_ca_topic_score_gemma":0.002420168,"domain_scores_codex":[0.9995403,0.000170522,0.00004757181,0.00003516004,0.0001525603,0.00005396837],"domain_scores_gemma":[0.999422,0.0001854169,0.00007775313,0.00001635465,0.0002039882,0.00009451368],"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":[0.00008752087,0.000428654,0.002266731,0.00598116,0.00008734276,0.0008749254,0.0004871997,0.0002892601,0.001135926,0.0123944,0.04874189,0.9272249],"study_design_scores_gemma":[0.00008824149,0.0008988528,0.01798316,0.02979269,0.0003018836,0.01218606,0.003167118,0.001110349,0.001106694,0.03270539,0.9005729,0.00008668887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002184103,0.9682021,0.001570418,0.01520407,0.001413138,0.00003920434,0.00004885661,0.00003605434,0.01130215],"genre_scores_gemma":[0.0228052,0.9642574,0.00388676,0.003314019,0.002177133,0.00004742279,0.00005790861,0.000006943452,0.003447148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003255119,"threshold_uncertainty_score":0.01088947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259603049945341,"score_gpt":0.2682604378979173,"score_spread":0.2556644073984639,"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."}}