{"id":"W2149756248","doi":"10.1111/dme.12078","title":"The needs, concerns, and characteristics of younger Australian adults with Type 2 diabetes","year":2012,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Feeling; Diabetes mellitus; Type 1 diabetes; Overweight; Type 2 diabetes; Distress; Gerontology; Quarter (Canadian coin); Emotional distress; Young adult; Family medicine; Obesity; Clinical psychology; Psychiatry; Anxiety; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038221,0.0001316069,0.0002944695,0.00008020018,0.00005825266,0.000008262142,0.00006625999,0.00004173085,0.0001728814],"category_scores_gemma":[0.0002127727,0.00007147308,0.0000157492,0.0002526736,0.0003715133,0.00008613268,0.00002206526,0.0001006421,0.00001580622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001649715,"about_ca_system_score_gemma":0.00002294734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431219,"about_ca_topic_score_gemma":6.927848e-7,"domain_scores_codex":[0.9990486,0.00002512465,0.0002417036,0.0001010296,0.0002421246,0.0003414529],"domain_scores_gemma":[0.9991634,0.0001391482,0.0001340062,0.0002434585,0.0001314172,0.0001885206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121304,0.00008980701,0.9506831,0.0004175075,0.0001355862,6.343154e-7,0.002077111,2.024706e-8,0.001054099,0.001087793,0.01500413,0.02933815],"study_design_scores_gemma":[0.001436454,0.0008822138,0.9386557,0.000773539,0.0004853759,0.000001378309,0.002415517,0.00002283431,0.0008304424,0.00002558596,0.05434966,0.0001213536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902378,0.002005901,0.000001914204,0.004532224,0.0006060841,0.0003209357,0.000002117644,0.00002076421,0.002272236],"genre_scores_gemma":[0.9952086,0.0003939817,0.0000521912,0.0005215406,0.000805276,0.00001551536,0.00006927868,0.00001747098,0.0029161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03934553,"threshold_uncertainty_score":0.2914588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877061043549389,"score_gpt":0.2640101591860115,"score_spread":0.2452395487505176,"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."}}