{"id":"W2131171108","doi":"10.1136/postgradmedj-2014-133017","title":"Diabetes distress: understanding the hidden struggles of living with diabetes and exploring intervention strategies","year":2015,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Diabetes Management and Education","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Distress; Medicine; Psychosocial; Diabetes mellitus; Psychological intervention; Diabetes management; Intervention (counseling); Clinical psychology; Gerontology; Type 2 diabetes; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002373773,0.001173927,0.002585827,0.003504662,0.0005359621,0.001824309,0.001817001,0.002582781,0.003357127],"category_scores_gemma":[0.005064035,0.0004114692,0.001159031,0.002536312,0.0008770227,0.002458337,0.001407478,0.002915309,0.0007120425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384833,"about_ca_system_score_gemma":0.003007757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004156644,"about_ca_topic_score_gemma":0.008209538,"domain_scores_codex":[0.9991962,0.0003320792,0.0001255704,0.00007608909,0.0002015275,0.00006854876],"domain_scores_gemma":[0.998031,0.001477674,0.0001616525,0.00002531646,0.0001977198,0.0001066269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007759152,0.0001290648,0.0002796065,0.05170745,0.0002538873,0.0001627556,0.0004004275,0.0001841842,0.0001541278,0.002941695,0.01588602,0.9278232],"study_design_scores_gemma":[0.0001604491,0.0003077521,0.005936916,0.2095059,0.001141858,0.002517532,0.00208706,0.0003362098,0.0002056223,0.009570375,0.7681391,0.00009118935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006220324,0.9988706,0.00005306332,0.0006508529,0.0001084457,0.000007154228,0.000004181753,0.000002310895,0.0002413029],"genre_scores_gemma":[0.0006972308,0.9986853,0.0001706853,0.0002476852,0.00009116741,0.00001923418,0.000008355582,8.794716e-7,0.00007933697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004156644,"threshold_uncertainty_score":0.01255387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477062890523773,"score_gpt":0.3466107967632688,"score_spread":0.1989045077108915,"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."}}