{"id":"W2166329225","doi":"10.1111/dme.12239","title":"Diabetes Attitudes, Wishes and Needs second study (DAWN2™): Cross‐national benchmarking indicators for family members living with people with diabetes","year":2013,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk; Eli Lilly and Company","keywords":"Medicine; Diabetes mellitus; Distress; Gerontology; Quality of life (healthcare); Family medicine; Nursing; Clinical psychology","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":[0.001028378,0.0004194757,0.0007448287,0.0008562529,0.0002593046,0.0001476904,0.0001764018,0.00009028968,0.0009629068],"category_scores_gemma":[0.0003469162,0.0002886258,0.00004592252,0.0009962566,0.0004114559,0.0004223056,0.00007608974,0.0002167715,0.00001155132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005854,"about_ca_system_score_gemma":0.0001253794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004436018,"about_ca_topic_score_gemma":0.00005124582,"domain_scores_codex":[0.9973249,0.00005711814,0.0004935319,0.0005703159,0.0008412357,0.0007128911],"domain_scores_gemma":[0.9977705,0.0008644526,0.0002659851,0.0003464269,0.0003821077,0.0003704736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001765623,0.0004365778,0.9860098,0.0007101508,0.0005313404,6.555167e-7,0.00302275,0.00001058156,0.0003151136,0.00007519759,0.005193412,0.003676726],"study_design_scores_gemma":[0.003307884,0.00318238,0.9859443,0.0009047942,0.0005305348,7.794911e-7,0.003996589,0.0007353738,0.00008114382,0.00007200012,0.00088773,0.000356475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907363,0.0005718707,0.00003189352,0.001056965,0.000261058,0.002624187,0.000005995115,0.0001036998,0.004608],"genre_scores_gemma":[0.994615,0.00001193802,0.0007929429,0.001438222,0.0005620866,0.001060892,0.0001338999,0.00007415802,0.001310921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004305682,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170644294942227,"score_gpt":0.2602616663785786,"score_spread":0.2485552234291563,"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."}}