{"id":"W2765532764","doi":"10.4236/health.2017.911115","title":"Preferences of Persons with Type 2 Diabetes for Diabetes Self-Management Education Interventions: An Exploration","year":2017,"lang":"en","type":"article","venue":"Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"AstraZeneca","keywords":"Psychological intervention; Medicine; Type 2 diabetes; Diabetes mellitus; Intervention (counseling); Preference; Descriptive statistics; Diabetes management; Family medicine; Affect (linguistics); Clinical psychology; Psychology; Nursing","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":[0.00195126,0.0001419576,0.0002110094,0.0004324006,0.000926402,0.0009262515,0.0003378291,0.0003131068,0.002796304],"category_scores_gemma":[0.004817823,0.0001020324,0.0004997084,0.0007039825,0.0004302791,0.0004627087,0.0004330715,0.000458764,0.00009189648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250266,"about_ca_system_score_gemma":0.003493713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1246395,"about_ca_topic_score_gemma":0.2477651,"domain_scores_codex":[0.9988882,0.000341384,0.00006840063,0.0000605684,0.0004252262,0.0002162449],"domain_scores_gemma":[0.9984608,0.0006174933,0.0003897866,0.00002717452,0.0002592543,0.0002455544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005587547,0.0007441065,0.8992664,0.0003635255,0.0001432445,0.0001712718,0.01170466,0.000156449,0.0005307025,0.0004131681,0.001099763,0.08484795],"study_design_scores_gemma":[0.00007506638,0.0004280816,0.966683,0.0002287262,0.00008515242,0.0003126081,0.02811476,0.0004308852,0.0002203317,0.0002652182,0.00313091,0.00002532064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99721,0.0004146226,0.00009211528,0.0004827085,0.000003756262,0.00003116477,0.00009028305,0.000001112566,0.001674253],"genre_scores_gemma":[0.9992168,0.0002215367,0.0002003667,0.0001304012,0.000003170846,0.0000125077,0.00004787924,6.436389e-7,0.0001666901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246395,"threshold_uncertainty_score":0.2478281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09930952780569492,"score_gpt":0.3920451451777948,"score_spread":0.2927356173720999,"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."}}