{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006623542,0.0004342212,0.001027205,0.001804518,0.002960807,0.002142808,0.0008421859,0.0008387048,0.001554818],"category_scores_gemma":[0.008328989,0.0006920759,0.0009300949,0.002541538,0.0008091118,0.001508943,0.002714117,0.001091711,0.0003104616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042723,"about_ca_system_score_gemma":0.004168831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03307726,"about_ca_topic_score_gemma":0.0630454,"domain_scores_codex":[0.9968404,0.001585344,0.000482128,0.0002682423,0.0004172755,0.000406709],"domain_scores_gemma":[0.9966432,0.001346231,0.0006130745,0.0001589032,0.0009359653,0.0003026618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003051102,0.0009443599,0.2265138,0.002879083,0.0001318974,0.001305297,0.7306972,0.00005638318,0.0008437171,0.0004380172,0.001117144,0.03476807],"study_design_scores_gemma":[0.00003755886,0.001096311,0.2466633,0.001619511,0.0001401771,0.0006695198,0.7421197,0.0002187008,0.0003196223,0.0002952225,0.006770699,0.00004963996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952619,0.001252725,0.0004091089,0.0002553165,0.00002185391,0.0009954929,0.0003762806,0.000004190644,0.001423153],"genre_scores_gemma":[0.985715,0.004063357,0.002860126,0.00105309,0.0000327415,0.004480485,0.0004261227,0.00000840727,0.001360587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03307726,"threshold_uncertainty_score":0.06576949,"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."}}