{"id":"W1987077099","doi":"10.1016/s1499-2671(10)41002-3","title":"The Cost of Diabetes: A Game Changer","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Birth, Development, and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Life expectancy; Medicine; Scopus; Public health; Gerontology; MEDLINE; Environmental health; Political science; Population; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003158393,0.0007085044,0.000451085,0.001238684,0.004735198,0.007621552,0.001573139,0.004992942,0.02299479],"category_scores_gemma":[0.01774999,0.0002345009,0.0007139508,0.0008158051,0.003565195,0.005133728,0.003419812,0.005736517,0.0019579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005752071,"about_ca_system_score_gemma":0.003523857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.032179,"about_ca_topic_score_gemma":0.06304792,"domain_scores_codex":[0.9971681,0.001326809,0.00007346241,0.0001410525,0.0007692084,0.0005213328],"domain_scores_gemma":[0.9926103,0.003366622,0.0002155007,0.00020033,0.001233734,0.002373631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008701527,0.0007907055,0.007937681,0.0001951387,0.0001048315,0.0009324556,0.003658349,0.002192128,0.0008024104,0.1585916,0.6489709,0.1749537],"study_design_scores_gemma":[0.0002765627,0.0004457995,0.007685053,0.0004740413,0.00009770139,0.0006035548,0.01675862,0.009339383,0.0004833137,0.0918929,0.8718049,0.0001382494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06613373,0.007561596,0.008180585,0.6069013,0.01549947,0.0001663313,0.0003884483,0.0003586816,0.2948098],"genre_scores_gemma":[0.8242394,0.00535481,0.008721706,0.06566325,0.00494324,0.0002535656,0.0002905881,0.0002268192,0.09030664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.032179,"threshold_uncertainty_score":0.07692522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945621537622141,"score_gpt":0.2558979994129069,"score_spread":0.2364417840366854,"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."}}