{"id":"W4386755122","doi":"10.33235/wpr.31.3.106-119","title":"Developing a social media-based self-management program for the prevention of diabetes-related foot ulceration in persons with diabetes: protocol steps","year":2023,"lang":"en","type":"article","venue":"Wound Practice and Research","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Queen's University","funders":"","keywords":"Diabetes mellitus; Protocol (science); Foot (prosody); Diabetes management; Medicine; Physical therapy; Type 2 diabetes; Alternative medicine; Endocrinology; Pathology","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":[0.02225188,0.001722477,0.002289417,0.001706596,0.005826848,0.002520725,0.003600884,0.003760289,0.0503679],"category_scores_gemma":[0.04580003,0.001886664,0.004264143,0.001602197,0.001169645,0.002930598,0.003709793,0.006467741,0.007653595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005120016,"about_ca_system_score_gemma":0.03823349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045905,"about_ca_topic_score_gemma":0.02300257,"domain_scores_codex":[0.987775,0.005525525,0.002887465,0.0005697238,0.002051578,0.001190672],"domain_scores_gemma":[0.9719517,0.006622018,0.002728076,0.002118226,0.01331524,0.003264752],"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":[0.03926793,0.0449813,0.02690037,0.05683567,0.001613407,0.001002511,0.008102368,0.00272283,0.005774313,0.01256488,0.2169068,0.5833277],"study_design_scores_gemma":[0.1991373,0.02545656,0.09569709,0.05558809,0.002839371,0.0005752156,0.007059526,0.005595447,0.01159083,0.01665329,0.5789689,0.0008383873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002820961,0.0001837029,0.002624923,0.001292164,0.0002465434,0.9865534,0.00258812,0.00008201699,0.003608101],"genre_scores_gemma":[0.001306694,0.0002347337,0.009345673,0.0004586891,0.00003460196,0.986914,0.0005437012,0.000008991966,0.00115294],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0503679,"threshold_uncertainty_score":0.1684974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384383508334018,"score_gpt":0.4340742395576488,"score_spread":0.3602304044743087,"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."}}