{"id":"W4399770625","doi":"10.1016/j.pecinn.2024.100307","title":"The feasibility of a social media-based foot self-management education and support program for adults with diabetes: A partially randomized preference trial","year":2024,"lang":"en","type":"article","venue":"PEC Innovation","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Queen's University","funders":"","keywords":"Medicine; Randomized controlled trial; Foot (prosody); Intervention (counseling); Physical therapy; Diabetes mellitus; Empowerment; Diabetic foot; Social support; Foot care; Health care; Self-management; Preference; Nursing; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397172,0.0001232981,0.0002860784,0.000158188,0.00008297926,0.0000828061,0.00005721701,0.00004035951,0.00001211096],"category_scores_gemma":[0.0001661785,0.00007687999,0.00005833802,0.0005272015,0.0001128776,0.00007452862,0.00002157643,0.00006635123,7.030238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006635206,"about_ca_system_score_gemma":0.0003953725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001602446,"about_ca_topic_score_gemma":0.00001589276,"domain_scores_codex":[0.998742,0.00005462902,0.0004616672,0.0002560404,0.0003139412,0.0001717179],"domain_scores_gemma":[0.9990267,0.0002670299,0.0001590655,0.0001530523,0.0003710882,0.00002307482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2722004,0.002265733,0.0004883277,0.004435815,0.0007699868,8.316061e-7,0.002702984,8.227128e-7,0.00004648904,0.1251315,0.003060519,0.5888965],"study_design_scores_gemma":[0.9254954,0.006465704,0.01323762,0.0009830137,0.002909471,5.21042e-7,0.001943373,0.009878942,0.0008453046,0.007743769,0.03004163,0.0004552794],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727595,0.00006798679,0.002739986,0.003760163,0.0006586849,0.01564704,0.000009922569,0.0002225256,0.004134227],"genre_scores_gemma":[0.9896201,0.000007631184,0.004420938,0.0000949564,0.0001753793,0.00518622,0.0002610731,0.00001448174,0.0002192459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6532949,"threshold_uncertainty_score":0.3135075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010407214862681,"score_gpt":0.3307778426060696,"score_spread":0.3006737704574428,"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."}}