{"id":"W2176139875","doi":"10.1111/jgs.13813","title":"Healthcare Costs in Older Adults with Diabetes Mellitus: Challenges for Health Systems and for Society","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Diabetes mellitus; Epidemiology; Context (archaeology); Health care; Gerontology; Environmental health; Population; Global health; Latin Americans; Public health; Economic growth; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003866835,0.0006919937,0.0005813204,0.0005583966,0.0009009843,0.001903008,0.001528846,0.002615472,0.005851857],"category_scores_gemma":[0.02781186,0.0003204623,0.0005871276,0.00130524,0.0008737797,0.003038869,0.0007561089,0.005623867,0.0007096234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262302,"about_ca_system_score_gemma":0.002910517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282709,"about_ca_topic_score_gemma":0.007228961,"domain_scores_codex":[0.9989273,0.0006210953,0.00009843559,0.00007457526,0.0002166433,0.00006186765],"domain_scores_gemma":[0.9846625,0.01117901,0.001259248,0.0002183921,0.00212976,0.0005510483],"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":[0.0001685439,0.00008969749,0.008835293,0.001511234,0.0001654655,0.0005005893,0.0005618656,0.002338597,0.00004384353,0.005214094,0.8764591,0.1041117],"study_design_scores_gemma":[0.0003025292,0.0004652931,0.03356098,0.0113626,0.0005423476,0.003114315,0.004955894,0.01562228,0.000504446,0.04232982,0.8870364,0.000203129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01149376,0.05358221,0.001730214,0.8959664,0.03406193,0.000037075,0.0006415648,0.00004628651,0.002440579],"genre_scores_gemma":[0.3043172,0.2522366,0.007493459,0.1952333,0.2321995,0.0002544357,0.0009138261,0.0001788884,0.007172663],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006282709,"threshold_uncertainty_score":0.02045006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440150278093757,"score_gpt":0.3231488961873453,"score_spread":0.2887473934064077,"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."}}