{"id":"W4409171298","doi":"10.12688/hrbopenres.14119.1","title":"Exploring diabetic foot screening programs with integrated consolidated framework for implementation: Rapid review protocol","year":2025,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University; St. Michael's Hospital; Université de Montréal; Université Laval; University of Toronto; Université du Québec à Trois-Rivières; Université du Québec","funders":"Fonds de Recherche du Québec - Santé; Health Research Board; Université du Québec à Trois-Rivières","keywords":"Diabetic foot; Protocol (science); Computer science; Medicine; Process management; Diabetes mellitus; Business; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004553135,0.0005176786,0.001208302,0.000531646,0.0003262814,0.0009017491,0.001336669,0.0001914855,0.001222676],"category_scores_gemma":[0.000302945,0.0004012942,0.0001895874,0.001387804,0.000221458,0.0002467392,0.003362918,0.001884732,0.00002184534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211142,"about_ca_system_score_gemma":0.001744641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004020995,"about_ca_topic_score_gemma":0.00006440312,"domain_scores_codex":[0.9947878,0.0005409134,0.0008983448,0.001279259,0.001361712,0.001131949],"domain_scores_gemma":[0.9958197,0.0003799621,0.0002823072,0.001477043,0.001727389,0.0003135958],"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":[0.002165269,0.0008281977,0.002402789,0.06814288,0.002078504,0.00007325192,0.0004051395,0.000003250766,0.00001206304,0.009893238,0.042714,0.8712814],"study_design_scores_gemma":[0.007582311,0.004207339,0.001345722,0.1142801,0.0009186895,0.000004007921,0.003088273,0.0002090114,0.001385722,0.002306964,0.8638373,0.0008345584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008640204,0.0005124713,0.01335287,0.01259361,0.0002378101,0.9448339,0.0001132858,0.0002586024,0.02723342],"genre_scores_gemma":[0.002176085,0.0005966504,0.09467325,0.0005746473,0.0001475074,0.8965654,0.001709885,0.00008640777,0.003470202],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8704469,"threshold_uncertainty_score":0.9998439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4921964942385448,"score_gpt":0.5500174552908872,"score_spread":0.05782096105234236,"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."}}