{"id":"W4409428036","doi":"10.56885/310523tegjqu","title":"A Mission With A Vision: The Canadian Diabetic Foot Ulcer Policy Roundtable","year":2025,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic foot ulcer; Diabetic foot; Foot (prosody); Medicine; Physical medicine and rehabilitation; Political science; Diabetes mellitus; Philosophy; 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":[0.0004884134,0.0001289871,0.0001648886,0.0003999195,0.0005426842,0.0005371504,0.0002063219,0.00005690795,0.0002633852],"category_scores_gemma":[0.0001223475,0.00007505397,0.00006280535,0.0006615172,0.0000422923,0.0004968295,0.00005646916,0.00032635,0.00001200879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164904,"about_ca_system_score_gemma":0.001423854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008834794,"about_ca_topic_score_gemma":0.0183592,"domain_scores_codex":[0.9987532,0.00006929928,0.0002497777,0.0001547362,0.0004196709,0.0003532623],"domain_scores_gemma":[0.9990337,0.00005236319,0.00009062038,0.0003187346,0.0002398678,0.0002647207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001069738,0.0007774581,0.2192274,0.0004809798,0.001493724,0.000203454,0.001389021,0.0009859798,0.0008273362,0.109954,0.5864279,0.07716306],"study_design_scores_gemma":[0.001933523,0.0005539007,0.2595877,0.0004317506,0.0002042665,0.00003909109,0.0002141267,0.00141054,0.0001407369,0.006319229,0.729037,0.0001280705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1551822,0.0004437062,0.005386687,0.5953783,0.0005857208,0.001210143,0.000002672534,0.00006515336,0.2417454],"genre_scores_gemma":[0.8776194,0.00004208047,0.0008950999,0.007585455,0.0003238018,0.00002135684,0.00001112028,0.00001514148,0.1134865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7224372,"threshold_uncertainty_score":0.9995532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079684978185766,"score_gpt":0.3213785525186859,"score_spread":0.3005817027368282,"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."}}