{"id":"W2129499202","doi":"10.2337/dc14-2787","title":"The Development and Utility of a Novel Scale That Quantifies the Glycemic Progression Toward Type 1 Diabetes Over 6 Months","year":2015,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Type 1 diabetes; Glycemic; Diabetes mellitus; Internal medicine; Autoantibody; Type 2 diabetes; Receiver operating characteristic; Insulin; Endocrinology; Area under the curve; Gastroenterology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008588129,0.0008114258,0.0005642828,0.001865823,0.0002338277,0.0009221864,0.0006688037,0.0009124742,0.001514715],"category_scores_gemma":[0.01551296,0.0002213761,0.001106344,0.001056756,0.0004583391,0.0009039445,0.0008846536,0.001032195,0.0004674722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903327,"about_ca_system_score_gemma":0.0007292236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000879385,"about_ca_topic_score_gemma":0.001051103,"domain_scores_codex":[0.9946003,0.003026397,0.0003915545,0.0003968813,0.001480082,0.0001048926],"domain_scores_gemma":[0.9895551,0.005566212,0.002285971,0.0004889689,0.001750025,0.0003536484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00400003,0.001814835,0.7583025,0.0005322316,0.0007725498,0.0001545122,0.0003195365,0.004265642,0.01150172,0.001682532,0.003115951,0.2135379],"study_design_scores_gemma":[0.0008398917,0.01147323,0.9094688,0.000204872,0.0004337359,0.001197303,0.0003194539,0.05938728,0.007882529,0.002160609,0.006475562,0.0001566896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8513132,0.002394347,0.1278222,0.0009448694,0.000490253,0.002932292,0.003098623,0.000571262,0.01043292],"genre_scores_gemma":[0.8358819,0.0006080575,0.1575589,0.0004153926,0.0002452855,0.002261599,0.001473304,0.00005889419,0.001496535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008588129,"threshold_uncertainty_score":0.04541892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120125045387972,"score_gpt":0.2599353073417821,"score_spread":0.2387340568879024,"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."}}