{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005774642,0.0006116107,0.0005652522,0.001110104,0.0009497427,0.001187271,0.0008215173,0.0007074219,0.001340785],"category_scores_gemma":[0.004748112,0.0005250993,0.001004615,0.001830544,0.0003945844,0.001252798,0.002819302,0.001233742,0.0004334528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180391,"about_ca_system_score_gemma":0.001984223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383397,"about_ca_topic_score_gemma":0.01939027,"domain_scores_codex":[0.997,0.001592963,0.0003010837,0.0003073912,0.0004335431,0.000365011],"domain_scores_gemma":[0.994865,0.0006014351,0.001619983,0.0004217204,0.0009976577,0.001494157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183501,0.002505043,0.9627396,0.000493571,0.0004114853,0.0001546237,0.003049548,0.0002704837,0.0005006374,0.0002302452,0.003660678,0.02414908],"study_design_scores_gemma":[0.0004848207,0.001835118,0.9891821,0.0001292583,0.0001580657,0.0001487217,0.004299198,0.0002833825,0.0003459997,0.0000873762,0.003008319,0.00003757165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897149,0.0003527999,0.0005333062,0.0003443143,0.00004884006,0.0008965633,0.006067454,0.0000112183,0.002030528],"genre_scores_gemma":[0.9840378,0.000322325,0.002352214,0.0004181065,0.00006222598,0.003051441,0.008355753,0.00001148633,0.001388734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383397,"threshold_uncertainty_score":0.03053963,"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."}}