{"id":"W2103836214","doi":"10.1371/journal.pone.0137596","title":"Trends in Antihyperglycemic Medication Prescriptions and Hypoglycemia in Older Adults: 2002-2013","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research; Astellas Pharma; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Novo Nordisk; Academic Medical Organization of Southwestern Ontario; Sanofi; London Health Sciences Centre; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Metformin; Hypoglycemia; Diabetes mellitus; Gliclazide; Internal medicine; Comorbidity; Population; Medical prescription; Type 2 diabetes; Thiazolidinedione; Vildagliptin; Insulin; Pediatrics; Endocrinology; Pharmacology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006045013,0.0002166444,0.000327679,0.001569843,0.0006804453,0.0009094809,0.0009484672,0.0004727174,0.001319177],"category_scores_gemma":[0.002692961,0.0002377386,0.0007521513,0.004030941,0.0002674203,0.0004941709,0.0005669027,0.0006223877,0.0002086661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007165,"about_ca_system_score_gemma":0.008365159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9168541,"about_ca_topic_score_gemma":0.9471229,"domain_scores_codex":[0.9990784,0.00004691757,0.0001479795,0.0001343698,0.0004020541,0.0001902643],"domain_scores_gemma":[0.9958745,0.0001195317,0.001567028,0.00006016447,0.00180019,0.0005785776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004001787,0.00001595734,0.9967732,0.00005830828,0.00005406579,0.00002246564,0.000122328,0.00006751686,0.00005575841,0.00001777685,0.001021614,0.001750992],"study_design_scores_gemma":[0.000002379256,0.000008285822,0.9992139,0.00001999611,0.00001170898,0.00002982292,0.0001395178,0.00007439121,0.00001778396,0.000002418839,0.0004776463,0.000002105766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530065,0.003300683,0.0001747804,0.0009181717,0.00003459789,0.00006686419,0.03867035,0.00004370352,0.003784267],"genre_scores_gemma":[0.981598,0.002176415,0.0003375281,0.0003410491,0.00003649895,0.00005088355,0.01446945,0.000007824126,0.0009822308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9168541,"threshold_uncertainty_score":0.1672711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617157011763101,"score_gpt":0.2458052516679897,"score_spread":0.2096336815503587,"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."}}