{"id":"W3213837808","doi":"10.1007/s11892-021-01414-3","title":"Multi-level Diabetes Prevention and Treatment Interventions for Native People in the USA and Canada: a Scoping Review","year":2021,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetes Management and Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Psychological intervention; Diabetes mellitus; Gerontology; Family medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008684412,0.0004085923,0.001905114,0.000188043,0.0001101145,0.00007584068,0.00007068409,0.00007679761,0.00002916851],"category_scores_gemma":[0.0007341442,0.0002833328,0.0004638955,0.0003192282,0.00004188572,0.0001044509,0.00008019223,0.0001769501,5.858845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588347,"about_ca_system_score_gemma":0.001074383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362331,"about_ca_topic_score_gemma":0.1019052,"domain_scores_codex":[0.9974418,0.0002077635,0.001119049,0.0006218041,0.0002312376,0.0003782962],"domain_scores_gemma":[0.9982194,0.0003719004,0.0007693615,0.0004121799,0.0001238183,0.0001033865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[2.524776e-7,0.0003143312,0.01559953,0.2426819,0.000200626,0.000005870292,0.00005780444,2.703998e-8,4.990868e-8,0.000004899998,0.001080324,0.7400544],"study_design_scores_gemma":[0.0003241516,0.0001564388,0.008904072,0.7721206,0.004182123,0.000009716193,0.00004705708,0.00001080418,8.924088e-7,0.0000109894,0.2139314,0.0003017571],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005714004,0.9860929,0.000009271484,0.0001550001,0.0006973247,0.007258227,0.00004210894,0.00001106724,0.00002013402],"genre_scores_gemma":[0.000219414,0.9927279,0.0001802822,0.00006343149,0.0001165216,0.004590362,0.001735971,0.00003198822,0.0003341157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7397527,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122880309773247,"score_gpt":0.4467794475758867,"score_spread":0.234491416598562,"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."}}