{"id":"W2018075481","doi":"10.1503/cmaj.1031414","title":"Oral antihyperglycemic therapy for type 2 diabetes mellitus","year":2005,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":502,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Type 2 Diabetes Mellitus; Insulin; Type 2 diabetes; Disease; Pharmacology; Internal medicine; Bioinformatics; Endocrinology; Biology","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":[0.0003138139,0.000651003,0.00109047,0.001523499,0.0003879773,0.0004245603,0.0005479405,0.0007649456,0.005360837],"category_scores_gemma":[0.0004962526,0.0001092518,0.0003758706,0.001442605,0.0002269276,0.000382171,0.0002902115,0.001102599,0.003639056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000472274,"about_ca_system_score_gemma":0.000973764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547773,"about_ca_topic_score_gemma":0.008427712,"domain_scores_codex":[0.999785,0.00003213982,0.00001774031,0.00002104945,0.000127568,0.00001650986],"domain_scores_gemma":[0.9998701,0.00004064805,0.00002518982,0.000004297978,0.00003899021,0.00002085075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008449389,0.0001533907,0.0002914396,0.006269713,0.00006045848,0.0007038104,0.00004725817,0.00007731068,0.001810477,0.0009867735,0.04521566,0.9442992],"study_design_scores_gemma":[0.00008991783,0.0001859782,0.003616998,0.002649743,0.0001228299,0.005287416,0.00005387021,0.00006082746,0.0007696242,0.0006984296,0.9864465,0.00001794856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003566947,0.9927778,0.0002426609,0.0005971348,0.000388804,0.00001543292,0.00002697897,0.00002134771,0.005573242],"genre_scores_gemma":[0.002584062,0.9927492,0.0006338509,0.0005597442,0.0004218606,0.0000176311,0.00004504389,0.000002675047,0.002985899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005360837,"threshold_uncertainty_score":0.01793379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707729611765601,"score_gpt":0.3731597123508715,"score_spread":0.3260824162332155,"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."}}