{"id":"W2112785718","doi":"10.2337/dc11-1402","title":"The Relationship Between Financial Incentives and Quality of Diabetes Care in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Incentive; Quality (philosophy); Family medicine; Finance; Gerontology; Environmental health; Endocrinology; Business; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381455,0.0001459475,0.0003957557,0.00005439187,0.0007289776,0.000005649878,0.0001624502,0.0001717515,0.00003234082],"category_scores_gemma":[0.0009546656,0.0001133199,0.00004682432,0.0001504678,0.00008299384,0.0001524742,0.0001495505,0.0006772275,0.00001355254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655898,"about_ca_system_score_gemma":0.003977957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6229166,"about_ca_topic_score_gemma":0.9935914,"domain_scores_codex":[0.9975966,0.0006244952,0.0006220956,0.0001638336,0.0002424593,0.0007504872],"domain_scores_gemma":[0.9946358,0.004520611,0.0002407578,0.000276764,0.0001712468,0.0001548599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005658616,0.00000397857,0.9815405,0.0006046162,0.00000665112,6.859083e-8,0.01384004,1.020114e-7,0.000003529684,0.0006659739,0.001850001,0.001478853],"study_design_scores_gemma":[0.0003723314,0.00002131732,0.9578462,0.00010181,0.00001480544,2.383062e-9,0.01251437,5.918592e-8,0.00003149259,0.000149451,0.02882866,0.0001194941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887738,0.006262467,1.325732e-7,0.0005997262,0.0006042771,0.0004652934,0.000307275,0.00001525267,0.002971738],"genre_scores_gemma":[0.9981744,0.00001308276,0.00002757748,0.001244403,0.0001596555,0.0000862879,0.0001658731,0.00001314528,0.0001155688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3706749,"threshold_uncertainty_score":0.7056725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06977795238714027,"score_gpt":0.3745052923805531,"score_spread":0.3047273399934128,"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."}}