{"id":"W4281725971","doi":"10.1016/j.diabres.2022.109714","title":"IDF21-0133 Improved Diabetes Outcomes & Decreased Complications Since 2007 By A Primary Healthcare Team In Chilliwack BC Canada","year":2022,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Native Mental Health Association of Canada","funders":"","keywords":"Medicine; Diabetes mellitus; Population; Health care; Ethnic group; Family medicine; Environmental health; Gerontology; Demography; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191555,0.0002948621,0.0005081536,0.0008134557,0.005638293,0.002126978,0.001994307,0.001054684,0.01025874],"category_scores_gemma":[0.003202544,0.0005320429,0.0006449632,0.001768082,0.0009078307,0.00054408,0.001609526,0.002618017,0.001076454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05029019,"about_ca_system_score_gemma":0.139904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919671,"about_ca_topic_score_gemma":0.9975953,"domain_scores_codex":[0.9972541,0.0002916153,0.0001138496,0.0002678609,0.0007936495,0.001278959],"domain_scores_gemma":[0.991107,0.000147834,0.0004650865,0.0001008716,0.003244285,0.004935012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005485701,0.00134917,0.727263,0.0003447232,0.0002253111,0.001059923,0.003280877,0.0004610645,0.001906445,0.0007897402,0.1655943,0.097177],"study_design_scores_gemma":[0.0002148752,0.0002356045,0.9571903,0.0002952492,0.00010424,0.0003403425,0.006582073,0.0004459661,0.0003191647,0.00009320041,0.03413561,0.00004331057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836995,0.003286556,0.0007433859,0.04500115,0.001219863,0.0005624516,0.0125554,0.0002402474,0.0526913],"genre_scores_gemma":[0.9333021,0.00200606,0.003096159,0.01265415,0.0002766327,0.0003039934,0.003227271,0.0001371901,0.04499644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05029019,"threshold_uncertainty_score":0.3648825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258409681113318,"score_gpt":0.517975863183321,"score_spread":0.3921348950719892,"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."}}