{"id":"W2041579088","doi":"10.1016/j.clinbiochem.2013.04.019","title":"Role of the laboratory in diabetes diagnosis and screening—The 2013 CDA CPGs","year":2013,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Diabetes mellitus; Medicine; Endocrinology","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":[0.07779634,0.001072538,0.001810539,0.003554171,0.00314089,0.00507012,0.004586365,0.01779208,0.003858518],"category_scores_gemma":[0.1442998,0.00142099,0.002356995,0.002948295,0.004639046,0.003738946,0.009007165,0.02409876,0.001826085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008697831,"about_ca_system_score_gemma":0.04023776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06094921,"about_ca_topic_score_gemma":0.1043523,"domain_scores_codex":[0.9529024,0.01621053,0.01166428,0.002655387,0.01352386,0.003043545],"domain_scores_gemma":[0.7344562,0.1023766,0.02172786,0.007873381,0.09919638,0.03436961],"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":[0.0005038093,0.0008240144,0.01815851,0.002512564,0.0002412159,0.000365325,0.001028633,0.001828628,0.001991408,0.01152511,0.6217701,0.3392506],"study_design_scores_gemma":[0.0004190331,0.0003308309,0.04520988,0.02030836,0.0003957044,0.0006017262,0.001459619,0.001985334,0.002496737,0.008766699,0.9177046,0.0003214766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003577884,0.01828146,0.00876899,0.921527,0.02565727,0.0004798251,0.0007924547,0.0003729524,0.02054211],"genre_scores_gemma":[0.06060504,0.03135273,0.08421994,0.7789325,0.02829562,0.002025756,0.001760395,0.0003303932,0.01247765],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07779634,"threshold_uncertainty_score":0.4114313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790320621886605,"score_gpt":0.2983023543814643,"score_spread":0.2803991481625983,"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."}}