{"id":"W2883740727","doi":"10.1111/pedi.12734","title":"ISPAD Clinical Practice Consensus Guidelines 2018: Stages of type 1 diabetes in children and adolescents","year":2018,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Population; Family medicine; Pediatrics; Clinical Practice; Library science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561298,0.0001927891,0.0003100479,0.00009152418,0.00004344406,0.00002387223,0.0001688073,0.0002144961,0.00001225779],"category_scores_gemma":[0.00320421,0.0001826168,0.00007562144,0.0002605129,0.0002187998,0.00000875464,0.000172646,0.000117383,0.00001454111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005720811,"about_ca_system_score_gemma":0.00009017884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002678162,"about_ca_topic_score_gemma":0.00001277984,"domain_scores_codex":[0.9982819,0.0001478537,0.0005873091,0.0004133012,0.0001655095,0.0004041129],"domain_scores_gemma":[0.9988484,0.000113663,0.0003029253,0.0002347849,0.0003965794,0.0001036322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002222178,0.0001944413,0.9781474,0.00002673459,0.00007898455,2.462984e-7,0.000007285127,0.00000158502,0.001673791,0.000004391163,0.01624466,0.003598251],"study_design_scores_gemma":[0.001743302,0.0009901294,0.984455,0.00004512339,0.0001948569,4.40621e-7,0.00006987185,0.00007277707,0.004301446,0.00008388628,0.007629462,0.0004136605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894522,0.009468619,7.822817e-7,0.000254773,0.0002930682,0.000190845,0.00005761838,0.00001368364,0.0002684509],"genre_scores_gemma":[0.9938828,0.003896674,0.0007548466,0.0004994163,0.0007889502,0.000005272464,0.00006155912,0.00002661119,0.00008389469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008615196,"threshold_uncertainty_score":0.7446896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323612937705157,"score_gpt":0.3071830288071736,"score_spread":0.293946899430122,"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."}}