{"id":"W2290456695","doi":"10.1111/dme.13109","title":"Correlates of psychological care strategies for people with diabetes in the second Diabetes Attitudes, Wishes and Needs (<scp>DAWN</scp>2<sup>™</sup>) study","year":2016,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk; AstraZeneca","keywords":"Medicine; Respondent; Health care; Mental health; Multidisciplinary approach; Depression (economics); Family medicine; Nursing; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0008735429,0.000336152,0.0008231149,0.0003388084,0.00008712612,0.00003935256,0.0002560081,0.0001104588,0.0001195524],"category_scores_gemma":[0.0005020094,0.0001607038,0.00005826781,0.0005612273,0.0004880195,0.0001970422,0.00004959281,0.0001778255,0.000005528783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003383081,"about_ca_system_score_gemma":0.00004917637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000113181,"about_ca_topic_score_gemma":0.00006074708,"domain_scores_codex":[0.9979113,0.0001288201,0.0005162563,0.0004425336,0.0004329467,0.0005681794],"domain_scores_gemma":[0.9971784,0.001800995,0.0001808634,0.0005150387,0.000187776,0.0001369671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002863705,0.0006053323,0.9737092,0.000803308,0.0001555621,0.000002329584,0.01758483,0.000004493779,0.0004838714,0.0003662792,0.003149254,0.003106962],"study_design_scores_gemma":[0.005562868,0.006529861,0.8969916,0.0008562309,0.0004643851,0.00000106146,0.08769309,0.00009695891,0.0001897061,0.000676781,0.0008129036,0.0001245317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922119,0.001947143,0.00001729532,0.001312263,0.0001473111,0.00210507,0.00001478582,0.0000468789,0.002197386],"genre_scores_gemma":[0.9979314,0.00004626177,0.00009001609,0.0005209827,0.0002274983,0.000476347,0.00006030549,0.00003496584,0.0006122339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07671752,"threshold_uncertainty_score":0.6553311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873729978218609,"score_gpt":0.283191543152431,"score_spread":0.2644542433702449,"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."}}