{"id":"W2013018453","doi":"10.1111/dme.12245","title":"Diabetes Attitudes, Wishes and Needs second study (DAWN2™): Cross‐national benchmarking of diabetes‐related psychosocial outcomes for people with diabetes","year":2013,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":740,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Psychosocial; Diabetes mellitus; Distress; Quality of life (healthcare); Gerontology; Benchmarking; Social support; National Health and Nutrition Examination Survey; Family medicine; Diabetes management; Type 2 diabetes; Environmental health; Psychiatry; Clinical psychology; Population; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011319,0.0004621611,0.001255718,0.0006746754,0.000200354,0.00008117742,0.0002174671,0.0001495968,0.001415694],"category_scores_gemma":[0.0005614007,0.0003426466,0.000115271,0.0008464298,0.0004921735,0.0003630818,0.00007848199,0.000230856,0.00001626224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008121481,"about_ca_system_score_gemma":0.00009564377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246966,"about_ca_topic_score_gemma":0.00002383688,"domain_scores_codex":[0.9968663,0.00007793555,0.0008833645,0.0005596754,0.0008542087,0.0007584917],"domain_scores_gemma":[0.9973054,0.0008802756,0.0004239441,0.0003962774,0.0006927703,0.0003013661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001597951,0.0008096924,0.9847937,0.0009638561,0.0009332896,2.545291e-7,0.002129587,0.000004445968,0.0008443622,0.000195514,0.005871115,0.003438263],"study_design_scores_gemma":[0.006716921,0.00257061,0.9859948,0.0004801905,0.0006449098,1.738278e-7,0.001007653,0.0006969885,0.0002256045,0.0008980042,0.0004167029,0.0003474619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899178,0.0005295095,0.000008754989,0.003171135,0.0006600177,0.003064346,0.00001918582,0.00009014274,0.002539081],"genre_scores_gemma":[0.9952642,0.000008949203,0.0004179755,0.0009950123,0.0004341833,0.0008408779,0.0002829919,0.00007171283,0.001684073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006700941,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388878753302034,"score_gpt":0.2885062900567847,"score_spread":0.2746175025237644,"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."}}