{"id":"W3120931056","doi":"10.1111/dom.14316","title":"Essential diabetes medicines and health outcomes in 127 countries","year":2021,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; St. Michael's Hospital","funders":"St. Michael's Hospital Foundation; Canadian Institutes of Health Research; Ontario SPOR SUPPORT Unit","keywords":"Medicine; Diabetes mellitus; Per capita; Population; Interquartile range; Gross domestic product; Confidence interval; Environmental health; Internal medicine; Demography; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001916124,0.0003700926,0.0005708289,0.002376242,0.0003248998,0.0007749895,0.0004219128,0.0003624949,0.001774225],"category_scores_gemma":[0.004727436,0.0003623102,0.0009783226,0.00582352,0.0004056993,0.0004979545,0.001212914,0.0006673122,0.0002194462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132248,"about_ca_system_score_gemma":0.0009103869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556469,"about_ca_topic_score_gemma":0.01002548,"domain_scores_codex":[0.9978043,0.0008390398,0.0004076695,0.0002755425,0.0004293883,0.0002440063],"domain_scores_gemma":[0.9915022,0.00117992,0.006196926,0.0001961145,0.0004971373,0.0004277645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001483146,0.00003637956,0.9962468,0.0001630697,0.0002426812,0.00004552931,0.00007276209,0.000257901,0.00003557742,0.0000508219,0.0005637329,0.002136431],"study_design_scores_gemma":[0.00003254802,0.00008035395,0.998667,0.00008542832,0.00009287405,0.000104543,0.0001453293,0.0001557981,0.00004503267,0.00003382019,0.0005502493,0.000007023145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785428,0.002202432,0.0001324702,0.0002490584,0.0000173739,0.00004281166,0.01730786,0.00001586844,0.001489263],"genre_scores_gemma":[0.9893273,0.0008406297,0.0002556558,0.00006284841,0.00001751744,0.00007116266,0.00928679,0.000004004719,0.0001341078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01556469,"threshold_uncertainty_score":0.03094816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665738620793279,"score_gpt":0.2758455092691804,"score_spread":0.2491881230612476,"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."}}