{"id":"W4404538536","doi":"10.1016/j.jcjd.2024.09.086","title":"Intensive Phone Call Diabetes Self-Management Education Interventions Enhance Self-Management Behaviours and Metabolic Outcomes","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Self-management; Psychological intervention; Phone; Diabetes mellitus; Phone call; Intensive care medicine; 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":[0.000559275,0.0003985946,0.0007704448,0.0003063713,0.0004351138,0.000637098,0.0004671015,0.0008550623,0.01862141],"category_scores_gemma":[0.003227411,0.0001809107,0.0005220332,0.0002026062,0.0001134293,0.0004552647,0.0007031816,0.001201661,0.001120394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004521212,"about_ca_system_score_gemma":0.000694503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852932,"about_ca_topic_score_gemma":0.006641009,"domain_scores_codex":[0.9996138,0.000128827,0.00002714604,0.00005358538,0.00007796143,0.00009866909],"domain_scores_gemma":[0.9985324,0.0006938628,0.0001889632,0.00004875432,0.00005323255,0.0004828515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01762505,0.1810623,0.0285409,0.001951223,0.000805988,0.0001488743,0.001112009,0.0005609771,0.00261886,0.0002849354,0.01102416,0.7542647],"study_design_scores_gemma":[0.02347382,0.05108729,0.8968511,0.001941902,0.002554685,0.0002317738,0.00171867,0.002984096,0.001830207,0.001694603,0.01550853,0.0001232597],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828839,0.001625898,0.0004642821,0.001438713,0.0002981345,0.000508921,0.0002828591,0.0001834107,0.01231393],"genre_scores_gemma":[0.9872919,0.001343131,0.002707734,0.001370526,0.0003382282,0.00102778,0.0003218569,0.00001895049,0.005579875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862141,"threshold_uncertainty_score":0.06229484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267188444006121,"score_gpt":0.2982941326315329,"score_spread":0.2856222481914716,"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."}}