{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007109566,0.0001502353,0.0002602917,0.0005709467,0.000589844,0.0006422042,0.0002640419,0.0004832582,0.00162287],"category_scores_gemma":[0.003154904,0.0001656697,0.0002993634,0.0006673647,0.0002335971,0.0005792161,0.0007040979,0.0004705839,0.0002337326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217558,"about_ca_system_score_gemma":0.0004631017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02492534,"about_ca_topic_score_gemma":0.02706545,"domain_scores_codex":[0.9996279,0.00008518656,0.00005725803,0.00004185669,0.00009930354,0.00008851135],"domain_scores_gemma":[0.9988913,0.0001159678,0.0004877063,0.00001933317,0.0001427049,0.0003430286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004822674,0.00009836584,0.9855648,0.00006849461,0.00001952618,0.0002811629,0.006875512,0.00001971276,0.0002271612,0.00002541683,0.0004199743,0.006351667],"study_design_scores_gemma":[0.00000312029,0.00008873647,0.9917754,0.00003662642,0.000008993427,0.0002610832,0.007267285,0.00004171352,0.00001599728,0.00002425737,0.000472893,0.000003799481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987096,0.0003334398,0.00001300869,0.0002128659,0.000007013424,0.00001005855,0.000119831,7.603847e-7,0.0005933398],"genre_scores_gemma":[0.9987451,0.0004865204,0.00004687612,0.0001806378,0.000008250134,0.0000165908,0.0001315379,7.526027e-7,0.0003837732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492534,"threshold_uncertainty_score":0.04956055,"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."}}