{"id":"W7134498394","doi":"","title":"The cost of diabetes in Canada over 10 years:\\napplying attributable health care costs to a\\ndiabetes incidence prediction model","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Attributable risk; Diabetes mellitus; Health care; Health care cost","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001500631,0.0006252818,0.0007814066,0.001859072,0.0006561211,0.001915632,0.001562778,0.0006858213,0.003375274],"category_scores_gemma":[0.00866331,0.0003765367,0.001418594,0.002781238,0.000368564,0.000622237,0.0007118667,0.001223234,0.0003573442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01628993,"about_ca_system_score_gemma":0.02410218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9546724,"about_ca_topic_score_gemma":0.9353265,"domain_scores_codex":[0.9991291,0.0002097811,0.00009276519,0.0001306567,0.0002110578,0.0002265845],"domain_scores_gemma":[0.9973572,0.0008347037,0.0003460668,0.0001193184,0.001049793,0.000292845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00104215,0.0003693517,0.7547482,0.0002885796,0.001310955,0.0003041085,0.00009721167,0.1801544,0.0001526722,0.00351009,0.01883783,0.0391846],"study_design_scores_gemma":[0.0003010893,0.0001919048,0.2836083,0.0002031352,0.001015007,0.0002254733,0.0004266909,0.7053015,0.0002559701,0.002592325,0.00578948,0.00008908059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291058,0.002590304,0.007408606,0.005551585,0.0002664806,0.0002621621,0.04500723,0.0003793859,0.009428535],"genre_scores_gemma":[0.9806444,0.00104179,0.003101231,0.0002252995,0.00006517595,0.00005840502,0.0117783,0.0000290176,0.003056321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0453276,"threshold_uncertainty_score":0.1181923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411046771383764,"score_gpt":0.2390961126249001,"score_spread":0.2249856449110625,"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."}}