{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512246,0.00008763778,0.0001809573,0.0001295117,0.000235421,0.00005934791,0.0001090483,0.00002334705,0.00002167077],"category_scores_gemma":[0.00004450879,0.00007292451,0.00004456789,0.00006986002,0.0000358269,0.0005795652,0.00001921208,0.00003806187,0.000005719554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000598732,"about_ca_system_score_gemma":0.0001811756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002174835,"about_ca_topic_score_gemma":0.00004671077,"domain_scores_codex":[0.9992624,0.00002892772,0.0002079371,0.0001866854,0.0001253769,0.0001886532],"domain_scores_gemma":[0.9990218,0.00001761765,0.000321173,0.0003964134,0.0001531673,0.00008984792],"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":[0.0001929311,0.005238675,0.4446571,0.02032641,0.0006406468,1.089369e-7,0.006054375,0.00001082127,0.0001365309,0.01124101,0.03648406,0.4750173],"study_design_scores_gemma":[0.003271754,0.01097488,0.9308313,0.005464076,0.0009215974,2.249173e-7,0.01113117,0.001623801,0.001342644,0.006013381,0.02795649,0.0004687372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905415,0.000347943,0.000193583,0.004572255,0.0004360662,0.00142161,0.000005097225,0.00005673158,0.002425201],"genre_scores_gemma":[0.9884725,0.0001689676,0.009394485,0.000307728,0.0001334033,0.000327333,0.000267588,0.00001456584,0.0009134585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861742,"threshold_uncertainty_score":0.2973775,"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."}}