{"id":"W2900535504","doi":"10.1111/pedi.12801","title":"Levels of type 1 diabetes care in children and adolescents for countries at varying resource levels","year":2018,"lang":"en","type":"review","venue":"Pediatric Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"International Society for Pediatric and Adolescent Diabetes; Leona M. and Harry B. Helmsley Charitable Trust; McKnight Foundation","keywords":"Medicine; Type 1 diabetes; Type 2 diabetes; Diabetes mellitus; Pediatrics; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007776986,0.0005795524,0.002244043,0.001045328,0.0001250158,0.00005964838,0.0003987009,0.0004182535,0.00007571613],"category_scores_gemma":[0.0005089572,0.0004687855,0.0003553095,0.0008918099,0.0002333006,0.0001042553,0.0005668969,0.0003485464,0.00009505631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896293,"about_ca_system_score_gemma":0.0002768798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000155935,"about_ca_topic_score_gemma":0.000001671054,"domain_scores_codex":[0.9966689,0.0001432493,0.0008825081,0.0007734728,0.0005703004,0.0009615872],"domain_scores_gemma":[0.9979903,0.0005218241,0.000453121,0.0005431682,0.0002853644,0.0002062131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000027915,0.0001037427,0.6014849,0.1239835,0.0003675132,0.000001578727,0.0001063021,2.75014e-7,7.881756e-7,0.000005701576,0.004152388,0.2697653],"study_design_scores_gemma":[0.003882769,0.001428797,0.1180547,0.02790204,0.006963488,9.215784e-7,0.00003109062,0.00002662437,0.00004382149,0.00005677952,0.8402612,0.001347718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08228407,0.9135427,2.83328e-7,0.00001687313,0.0001748123,0.002837351,0.0008003998,0.00004656893,0.0002969339],"genre_scores_gemma":[0.01324484,0.9835728,0.0001422246,0.00006843917,0.001258406,0.0001765171,0.0005977255,0.0001620126,0.000777027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8361089,"threshold_uncertainty_score":0.9997764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697335691637529,"score_gpt":0.3209314801089492,"score_spread":0.283958123192574,"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."}}