{"id":"W2773594819","doi":"10.2196/diabetes.8315","title":"Transitional Needs of Australian Young Adults With Type 1 Diabetes: Mixed Methods Study","year":2017,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Psychology; Gerontology; Medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007741731,0.0002312843,0.000527708,0.0003094464,0.0002170616,0.00009532877,0.0003734888,0.00009066144,0.0003392373],"category_scores_gemma":[0.0001187864,0.0001681415,0.0001148092,0.0002986767,0.0003190932,0.0002304391,0.0001073634,0.0002446197,0.00003568117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002717666,"about_ca_system_score_gemma":0.00005670807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009633782,"about_ca_topic_score_gemma":0.00001271474,"domain_scores_codex":[0.9982189,0.0001387571,0.0002939275,0.0002724465,0.0005356991,0.0005402466],"domain_scores_gemma":[0.9984329,0.0001080858,0.0001690442,0.0008108152,0.0002898325,0.000189367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436232,0.001198077,0.9514045,0.0006412758,0.0007109817,0.00001014067,0.001236383,0.000002558123,0.006516215,0.00005997362,0.002700046,0.03527627],"study_design_scores_gemma":[0.003683006,0.002832474,0.9789256,0.0004710146,0.0002808007,1.879729e-7,0.00236645,0.0002000494,0.009305556,0.00007668854,0.00161702,0.0002411334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924974,0.0000773768,0.000006544846,0.0008187004,0.0002234856,0.001349387,0.00001300486,0.00005649381,0.004957546],"genre_scores_gemma":[0.9925196,0.000004150434,0.001623555,0.00005074187,0.0001530589,0.0001642637,0.00004789177,0.00003989155,0.005396912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03503514,"threshold_uncertainty_score":0.6856611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292909615205359,"score_gpt":0.375850895169503,"score_spread":0.3429217990174495,"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."}}