{"id":"W2076097765","doi":"10.1016/j.diabres.2012.11.016","title":"Diabetes Attitudes Wishes and Needs 2 (DAWN2): A multinational, multi-stakeholder study of psychosocial issues in diabetes and person-centred diabetes care","year":2012,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Merck Sharp and Dohme; National Institute for Health and Care Research; Novo Nordisk; Sanofi; MannKind Corporation; GlaxoSmithKline; Servier; Pfizer; Genentech; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Psychosocial; Receipt; Medicine; Distress; Population; Family medicine; Diabetes management; Health care; Stakeholder; Gerontology; Social support; Quality of life (healthcare); Nursing; Diabetes mellitus; Psychology; Type 2 diabetes; Clinical psychology; Environmental health; Social psychology; Psychiatry; Public relations","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":[0.0103058,0.0004197617,0.0003763981,0.0009492275,0.003013552,0.001297746,0.0009225475,0.0008255875,0.001569474],"category_scores_gemma":[0.00521969,0.0005118838,0.0005032835,0.001398481,0.001199699,0.002055574,0.005254456,0.001875937,0.0002857056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838589,"about_ca_system_score_gemma":0.007028625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03254546,"about_ca_topic_score_gemma":0.07593115,"domain_scores_codex":[0.9965425,0.002305223,0.0001287967,0.0002699344,0.0002844353,0.0004691863],"domain_scores_gemma":[0.9957699,0.001109643,0.0006492358,0.0002431828,0.0004507346,0.001777273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007162023,0.005321813,0.775555,0.000774039,0.0001650103,0.001478942,0.1457079,0.000331913,0.001940928,0.001667664,0.009453883,0.05688676],"study_design_scores_gemma":[0.0003081692,0.002200808,0.6850454,0.0004745444,0.0001117285,0.0009324446,0.2830895,0.000637195,0.0007263182,0.0008475896,0.02553881,0.00008749887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994137,0.0002218631,0.0005216153,0.0009515,0.00003585975,0.001006074,0.0009463829,0.000005643659,0.002174002],"genre_scores_gemma":[0.9815378,0.0005575812,0.005159182,0.002250736,0.00005268599,0.006239473,0.001274095,0.00001549089,0.002913005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03254546,"threshold_uncertainty_score":0.06471205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495013992866039,"score_gpt":0.4853241442891233,"score_spread":0.2358227450025194,"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."}}