{"id":"W2807375661","doi":"10.1002/pdi.2172","title":"Diabetes UK nutrition guidelines: reinforcing the foundations of diabetes care","year":2018,"lang":"en","type":"article","venue":"Practical Diabetes","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Medical nutrition therapy; Gerontology; Foundation (evidence); Intensive care medicine; Family medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002433083,0.0002677826,0.0005007106,0.0001593663,0.002539241,0.00006111302,0.0003588303,0.0003530192,0.00326783],"category_scores_gemma":[0.01475878,0.0001957071,0.0001429834,0.0005439075,0.0005500777,0.0009871041,0.0002689266,0.001102623,0.003629559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316301,"about_ca_system_score_gemma":0.0005347111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007553372,"about_ca_topic_score_gemma":0.000267282,"domain_scores_codex":[0.9955462,0.001128344,0.001309984,0.000397171,0.0005317693,0.001086555],"domain_scores_gemma":[0.9853252,0.01072817,0.0009225577,0.0006931981,0.002103487,0.0002274383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006358898,0.0003871691,0.8250017,0.005541384,0.0002545662,9.470108e-7,0.006553482,0.000005289901,0.004421423,0.01707886,0.1313019,0.009389681],"study_design_scores_gemma":[0.002379811,0.001643347,0.1001292,0.004004395,0.00071917,3.931365e-7,0.02805916,0.003965994,0.01053233,0.01358364,0.8340992,0.0008833536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262151,0.001747896,0.0001340141,0.04271976,0.001583274,0.001799054,0.00009721432,0.0001895375,0.0255142],"genre_scores_gemma":[0.9842886,0.0003239104,0.005553233,0.006624641,0.002256074,0.0005003533,0.00008950926,0.00004283809,0.0003207972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7248725,"threshold_uncertainty_score":0.9987593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298518035681423,"score_gpt":0.4910429242772628,"score_spread":0.3611911207091204,"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."}}