{"id":"W4254352082","doi":"10.2165/00128413-200816570-00002","title":"The 2008 clinical type 2 diabetes guidelines from the Canadian Diabetes Association (CDA) include the new class of DPP-IV* inhibitors.","year":2008,"lang":"en","type":"article","venue":"Inpharma Weekly","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Drug class; Diabetes mellitus; Internal medicine; Pharmacology; Endocrinology; Drug","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":[0.00215233,0.0006552094,0.0008433235,0.001291603,0.001194888,0.001727762,0.001286193,0.00209546,0.02027428],"category_scores_gemma":[0.005312855,0.0002532389,0.0008458574,0.002594644,0.0005416808,0.0006622681,0.0007759121,0.005630978,0.009470943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361473,"about_ca_system_score_gemma":0.01722302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2324305,"about_ca_topic_score_gemma":0.5008526,"domain_scores_codex":[0.9978393,0.000187072,0.0001811615,0.00007437394,0.001481083,0.0002369164],"domain_scores_gemma":[0.9942027,0.000445314,0.0003976518,0.0001162862,0.003824864,0.001013271],"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":[0.0001315802,0.00007784534,0.0007452378,0.0002443652,0.00001340766,0.00005701819,0.00002590474,0.00003555437,0.0001502143,0.0009091019,0.8903506,0.1072593],"study_design_scores_gemma":[0.0001012268,0.00003991252,0.003896496,0.0005634316,0.00003904335,0.0002420426,0.00006277049,0.00006542972,0.0001668802,0.0003628648,0.9944423,0.0000176201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008499066,0.2156353,0.0105427,0.255286,0.0733135,0.001177456,0.02798161,0.001461286,0.4061031],"genre_scores_gemma":[0.04855495,0.2891555,0.06611491,0.1825794,0.01585307,0.001194838,0.04425151,0.0006044875,0.3516913],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7675694,"threshold_uncertainty_score":0.4621553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587108759421896,"score_gpt":0.3279714595386067,"score_spread":0.2721003719443877,"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."}}