{"id":"W3006830106","doi":"10.1097/nur.0000000000000504","title":"Development of Type 2 Diabetes Mellitus in People With Intermediate Hyperglycemia","year":2020,"lang":"en","type":"review","venue":"Clinical Nurse Specialist","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"","keywords":"Type 2 Diabetes Mellitus; Diabetes mellitus; Medicine; Nursing; Gerontology; Family medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007456582,0.0004039281,0.003394556,0.0002835875,0.00003080566,0.00002871572,0.0004228652,0.0003497671,0.000492728],"category_scores_gemma":[0.00066123,0.0002706572,0.0004140667,0.001038712,0.0003917456,0.00004124017,0.0001910715,0.0009822913,0.0004961056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672352,"about_ca_system_score_gemma":0.001145694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002169316,"about_ca_topic_score_gemma":0.00006939258,"domain_scores_codex":[0.9963844,0.0001844585,0.001774261,0.0006362083,0.0005449366,0.0004757693],"domain_scores_gemma":[0.9981893,0.0004326572,0.0004246099,0.0004936723,0.0001239035,0.0003358988],"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":[0.0001763428,0.000451517,0.002721825,0.01250682,0.0004058224,0.00009448604,0.00008914872,3.519959e-8,1.136041e-7,0.00007850242,0.003277951,0.9801974],"study_design_scores_gemma":[0.001071174,0.0005121097,0.003037604,0.01475339,0.0006492767,7.009924e-7,0.00004190677,0.000005793992,9.341899e-7,0.000007484131,0.9796423,0.0002773196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001802541,0.9825897,0.000001588012,0.0002226666,0.001062847,0.00146272,0.00001527505,0.00004392498,0.01279869],"genre_scores_gemma":[0.00009032551,0.9952725,0.0009708266,0.0001227737,0.001206258,0.00005346028,0.0003530788,0.00008465209,0.001846137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9799201,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08223729114561312,"score_gpt":0.4142686069801755,"score_spread":0.3320313158345624,"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."}}