{"id":"W4400297843","doi":"10.1007/s11892-024-01546-2","title":"Youth-onset Type 2 Diabetes: An Overview of Pathophysiology, Prognosis, Prevention and Management","year":2024,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"National Health and Medical Research Council; Charles Darwin University; Medical Research Council; Australian Government","keywords":"Medicine; Diabetes mellitus; Pathophysiology; Type 2 diabetes; Intensive care medicine; Internal medicine; Endocrinology","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":[0.0005667747,0.0008739179,0.001561889,0.002119005,0.0002487048,0.0009961454,0.0006930259,0.0007488835,0.003854954],"category_scores_gemma":[0.001274808,0.0002159807,0.0006947996,0.002366963,0.0002504144,0.001026952,0.0005885381,0.001554016,0.001329083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005585777,"about_ca_system_score_gemma":0.001458223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603398,"about_ca_topic_score_gemma":0.001999011,"domain_scores_codex":[0.9997651,0.00004596171,0.00005235654,0.00003880169,0.00007368367,0.00002419177],"domain_scores_gemma":[0.9994845,0.0002553619,0.0000877959,0.00001070845,0.0001194745,0.00004204382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001111741,0.00005231273,0.0003760218,0.03834148,0.0001782794,0.0001553992,0.0000535248,0.0002881451,0.0003704395,0.00138803,0.03953243,0.9191527],"study_design_scores_gemma":[0.00003565598,0.0001552431,0.0024575,0.03400917,0.0006280791,0.002268832,0.0001510235,0.0001679285,0.0002084562,0.001949363,0.9579349,0.00003377251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000672699,0.9990456,0.00006426847,0.0002471689,0.0001960946,0.000004010689,0.00002441909,0.000007635334,0.0003435583],"genre_scores_gemma":[0.00033885,0.9991217,0.0001071548,0.0001048341,0.0001695922,0.000004188601,0.00003093709,0.000001011629,0.0001217298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003854954,"threshold_uncertainty_score":0.01289612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205321561254253,"score_gpt":0.3551449717343848,"score_spread":0.3030917561218422,"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."}}