{"id":"W4411661158","doi":"10.51847/pc2sol74hw","title":"10.51847/PC2SOl74Hw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxidative stress; Type 2 Diabetes Mellitus; Diabetes mellitus; Internal medicine; Medicine; Endocrinology; Oxidative phosphorylation; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004613072,0.001691435,0.0007039379,0.002437006,0.001130144,0.002304678,0.001218507,0.002562234,0.9557381],"category_scores_gemma":[0.0008115426,0.0005666294,0.0007477123,0.001686735,0.0007255123,0.001709099,0.002128707,0.001236905,0.9523185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819909,"about_ca_system_score_gemma":0.0006855002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212085,"about_ca_topic_score_gemma":0.001899715,"domain_scores_codex":[0.9995673,0.00002953622,0.00003118998,0.0001194121,0.0001511603,0.0001012886],"domain_scores_gemma":[0.9992025,0.0001139718,0.00004865861,0.0001382295,0.0002093149,0.0002872571],"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":[0.0005745995,0.0005976582,0.001521288,0.0003246281,0.0000283111,0.0005517297,0.0001037714,0.0004158627,0.01699251,0.003878586,0.1487263,0.8262848],"study_design_scores_gemma":[0.0001262258,0.0002550252,0.002656801,0.0001991215,0.00002566916,0.001006725,0.0001226167,0.0007707005,0.006214255,0.001491568,0.9871053,0.00002598361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005511185,0.001062251,0.004817094,0.001228271,0.001104248,0.0002298919,0.002171078,0.003539491,0.9803365],"genre_scores_gemma":[0.005442053,0.0003227266,0.00136335,0.0002957737,0.00008594776,0.00005559024,0.001286379,0.0003506852,0.9907975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04426187,"threshold_uncertainty_score":0.06313419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032366788547963,"score_gpt":0.2294793046793391,"score_spread":0.2191556367938595,"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."}}