{"id":"W2795152712","doi":"10.1093/pch/10.1.49","title":"Risk reduction for type 2 diabetes in Aboriginal children in Canada","year":2005,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diabetes Management and Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Reduction (mathematics); Medicine; Diabetes mellitus; Type 1 diabetes; Pediatrics; Endocrinology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008521198,0.0001210364,0.0002848581,0.0004061309,0.0000878113,0.00001152325,0.00009911723,0.00004846747,0.00002993221],"category_scores_gemma":[0.0001086653,0.0001116514,0.00003773416,0.0008499869,0.00001547689,0.00007042472,0.00002042473,0.0004228927,0.00001238762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124504,"about_ca_system_score_gemma":0.001815979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3015011,"about_ca_topic_score_gemma":0.5718043,"domain_scores_codex":[0.9983321,0.00006315083,0.0003528215,0.0002781166,0.0003187933,0.0006550439],"domain_scores_gemma":[0.9993923,0.00006695346,0.0001079121,0.0001842154,0.00005555629,0.0001930158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004755027,0.0001223765,0.9247957,0.0001262936,0.00001411884,9.351662e-7,0.00007357133,0.0001840127,9.660147e-7,0.0001006501,0.01410409,0.0604297],"study_design_scores_gemma":[0.001862547,0.0002137512,0.9700233,0.00004506526,0.00002121681,6.493802e-7,0.00004200089,0.001500622,0.00001551997,0.00008564648,0.0260737,0.0001160126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790795,0.004146578,0.000005116938,0.01433361,0.0003187343,0.001204725,0.00002827107,0.00002049654,0.0008629253],"genre_scores_gemma":[0.9920903,0.004384987,0.0007061117,0.00106143,0.001311142,0.00003711458,0.0001502638,0.00002424847,0.000234383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2703032,"threshold_uncertainty_score":0.7031503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125674328989587,"score_gpt":0.3061072583472723,"score_spread":0.2948505150573765,"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."}}