{"id":"W2940396343","doi":"10.1016/j.amjms.2019.04.007","title":"Ethnicity and Diabetic Quality-of-Life","year":2019,"lang":"en","type":"article","venue":"The American Journal of the Medical Sciences","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Foundation for Innovation; Retina Research Foundation","keywords":"Medicine; Ethnic group; Quality of life (healthcare); Gerontology; Nursing; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000942677,0.0002488462,0.0003220648,0.0009314225,0.0005911334,0.001966461,0.0003614998,0.0006643951,0.005006905],"category_scores_gemma":[0.004452785,0.0001753867,0.0009657637,0.001212181,0.0003593851,0.000682394,0.0007859587,0.001217121,0.0004127818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792099,"about_ca_system_score_gemma":0.0004666322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007851482,"about_ca_topic_score_gemma":0.01058519,"domain_scores_codex":[0.9992487,0.0002767014,0.00009721248,0.0000776095,0.0001204434,0.000179382],"domain_scores_gemma":[0.9956565,0.0007753658,0.001948152,0.0001369159,0.0003105999,0.001172447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001526568,0.0001340325,0.9971233,0.00001379203,0.0001813052,0.00004749617,0.00007821331,0.00004705137,0.00005144403,0.00009837559,0.0001149414,0.001957418],"study_design_scores_gemma":[0.00000916377,0.00007317217,0.9984422,0.00002239499,0.00009244802,0.0001135839,0.0003908056,0.0001870514,0.00002472644,0.0002091838,0.0004262362,0.000009094451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991223,0.001685107,0.0001057141,0.0006323617,0.00006984893,0.000005415117,0.0004532264,0.000005074995,0.005820308],"genre_scores_gemma":[0.998818,0.0002604375,0.0000568274,0.0001075115,0.00003869981,0.000002639207,0.0001995485,0.000002636505,0.0005136869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007851482,"threshold_uncertainty_score":0.0167498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877991094098288,"score_gpt":0.3628597108370989,"score_spread":0.3140797998961161,"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."}}