{"id":"W4239028831","doi":"10.21203/rs.2.22844/v1","title":"Lifestyle factors and reversion to normoglycaemia by prediabetes type in PREDAPS study.","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Network for Business Sustainability","funders":"","keywords":"Reversion; Prediabetes; Mean reversion; Type 2 diabetes; Medicine; Economics; Endocrinology; Econometrics; Chemistry; Diabetes mellitus; Biochemistry","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":[0.0008076678,0.0003275827,0.0004810264,0.0003711985,0.0003469313,0.0006747221,0.000389349,0.0005405654,0.001355313],"category_scores_gemma":[0.001317091,0.0004809076,0.001005392,0.0008251431,0.000125414,0.0003598008,0.0005307842,0.0008807585,0.00022036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640981,"about_ca_system_score_gemma":0.0003676944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005195533,"about_ca_topic_score_gemma":0.005578274,"domain_scores_codex":[0.9996995,0.00006525709,0.00003965282,0.00007884987,0.00005783311,0.00005898732],"domain_scores_gemma":[0.9990411,0.0001169921,0.0004838624,0.00009750943,0.00007766676,0.0001828124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008707313,0.00004929315,0.9979377,0.00002850427,0.0001365796,0.00004445017,0.00004029956,0.00001834192,0.00006869112,0.00001026283,0.000112013,0.0006830379],"study_design_scores_gemma":[0.0000440023,0.0001433057,0.999358,0.000007861418,0.00009139139,0.0000808557,0.00005264975,0.0000674362,0.00001993041,0.000009936126,0.0001222429,0.000002345359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973812,0.0004975855,0.00005868648,0.00003442822,0.00001702046,0.00002886429,0.001594944,0.000003660839,0.0003837032],"genre_scores_gemma":[0.9971507,0.0002174739,0.00008498212,0.00002939066,0.00002295115,0.00003383319,0.002049607,0.000002334252,0.0004087572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195533,"threshold_uncertainty_score":0.01033056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603312810509001,"score_gpt":0.2846673842326533,"score_spread":0.2586342561275632,"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."}}