{"id":"W4388269232","doi":"10.1016/j.jcjd.2023.10.181","title":"ABCDESSS TOOL IMPROVES THE EFFECTS OF DIABETES SELF-MANAGEMENT EDUCATION INTERVENIONS IN PEOPLE WITH DIABETES","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Psychological intervention; Diabetes management; Type 2 diabetes; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002384615,0.0005754689,0.001398816,0.0008493828,0.0005602618,0.001234339,0.0005682056,0.0008391856,0.01066004],"category_scores_gemma":[0.01516717,0.0003312786,0.001591031,0.000617876,0.0001827421,0.001072068,0.001228538,0.00168311,0.0009031554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007948545,"about_ca_system_score_gemma":0.001941505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380984,"about_ca_topic_score_gemma":0.02185806,"domain_scores_codex":[0.9978433,0.0008008151,0.0002751095,0.0001851682,0.0007156944,0.0001798217],"domain_scores_gemma":[0.9929947,0.004094476,0.0007105161,0.0002355821,0.0007549929,0.001209731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01692262,0.02409289,0.2130679,0.002205072,0.00174453,0.0001385123,0.001233085,0.0007237836,0.0004389365,0.0004826752,0.0315618,0.7073883],"study_design_scores_gemma":[0.006469293,0.01269811,0.948519,0.002224102,0.003687753,0.000223481,0.001298954,0.002881604,0.0008199428,0.001124334,0.01987638,0.0001770728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685841,0.003409235,0.0005248061,0.002788035,0.0006807379,0.0006440854,0.003424789,0.0003894288,0.01955467],"genre_scores_gemma":[0.9823663,0.002533097,0.005836847,0.001248124,0.0002584875,0.0005797746,0.00211133,0.00003123682,0.005034773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380984,"threshold_uncertainty_score":0.03566134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003991960803308836,"score_gpt":0.216364081428442,"score_spread":0.2123721206251332,"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."}}