{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003744791,0.0003105581,0.0003395924,0.001280181,0.001103798,0.0009748167,0.0006508106,0.0004676612,0.00156546],"category_scores_gemma":[0.005139718,0.0003164074,0.000860425,0.001384987,0.0002186134,0.001265957,0.002468605,0.0009927053,0.0003589928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593728,"about_ca_system_score_gemma":0.0011878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625144,"about_ca_topic_score_gemma":0.02693562,"domain_scores_codex":[0.998382,0.0006298262,0.0002857692,0.0001361558,0.0003308695,0.0002353966],"domain_scores_gemma":[0.9959254,0.0004123457,0.001345298,0.0001941856,0.0009076486,0.001215146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108519,0.0004593222,0.9795076,0.0001484345,0.00008740447,0.00009647226,0.00298338,0.00007869467,0.0001748972,0.00005621995,0.002092974,0.01410386],"study_design_scores_gemma":[0.00004012867,0.0003913796,0.9916328,0.00006031926,0.00003076713,0.0001231913,0.005661679,0.0001338517,0.0001237152,0.00003928251,0.001748032,0.00001507688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930964,0.0002031039,0.0002019978,0.0003068459,0.00002177976,0.0003400691,0.003795264,0.00000869126,0.002025776],"genre_scores_gemma":[0.9920254,0.0002160466,0.0009435152,0.0001864096,0.00002092811,0.001137906,0.004455966,0.000006667943,0.001007049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625144,"threshold_uncertainty_score":0.0323137,"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."}}