{"id":"W4406142821","doi":"10.12688/hrbopenres.13984.1","title":"Study protocol: A systematic review and meta-analysis of risk factors for the first-ever foot ulcers in patients with diabetes.","year":2025,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council; University of Galway; Health Research Board","keywords":"Protocol (science); Medicine; Diabetes mellitus; Diabetic foot; Meta-analysis; Foot (prosody); Systematic review; Intensive care medicine; MEDLINE; Internal medicine; Alternative medicine; Pathology; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008009207,0.0004376853,0.008306998,0.001092744,0.0001481598,0.0001706649,0.001085246,0.00008830389,0.0002005632],"category_scores_gemma":[0.001186072,0.0001864774,0.0009345458,0.003338392,0.0001144872,0.0000856812,0.00102823,0.0005010645,0.000002556947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444046,"about_ca_system_score_gemma":0.0003313114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595044,"about_ca_topic_score_gemma":0.0004599579,"domain_scores_codex":[0.9949451,0.001327209,0.001281319,0.0007101742,0.001274582,0.0004616262],"domain_scores_gemma":[0.9937035,0.003545029,0.0006124228,0.001530322,0.0005155652,0.00009319092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003245464,0.0007412949,0.004598819,0.8022724,0.1895127,0.000001316779,0.00009970984,4.334138e-7,4.900353e-11,0.00002344464,0.001031301,0.001686136],"study_design_scores_gemma":[0.001409279,0.0009659025,0.003580189,0.06297369,0.8880419,1.9972e-8,0.0002587193,0.000004075611,1.741907e-8,0.000003810766,0.04257264,0.0001897602],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.000006178055,0.5124032,0.000001696396,0.00008039168,0.000006183131,0.4869595,0.00009227917,0.000004384674,0.0004461756],"genre_scores_gemma":[0.00006365802,0.3760957,0.00003640402,0.00004826218,0.00000284623,0.6217308,0.00007991981,0.00003646684,0.001905891],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7392987,"threshold_uncertainty_score":0.7604328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2385541005111892,"score_gpt":0.4978278574800852,"score_spread":0.259273756968896,"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."}}