{"id":"W2310881502","doi":"10.1111/eci.12627","title":"Lifestyle and clinical determinants of skin autofluorescence in a population‐based cohort study","year":2016,"lang":"en","type":"article","venue":"European Journal of Clinical Investigation","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"European Commission","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Population; Internal medicine; Cohort; Cohort study; Cross-sectional study; Endocrinology; Pathology; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006986921,0.00008269402,0.0002801236,0.00008065564,0.00002163377,0.000008215043,0.0001903127,0.00004798776,0.000006646221],"category_scores_gemma":[0.009417955,0.00005797409,0.00007526787,0.0001113015,0.0002242184,0.0000196977,0.00006833248,0.0001700694,0.000003608069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000807901,"about_ca_system_score_gemma":0.0001597986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005191579,"about_ca_topic_score_gemma":0.0000160658,"domain_scores_codex":[0.9957201,0.002014737,0.001665239,0.0002484843,0.0002439825,0.0001074437],"domain_scores_gemma":[0.9981844,0.0002940385,0.0008363276,0.0002550984,0.000274838,0.0001552794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495317,0.0001592899,0.9640969,0.000006306731,0.00001532165,0.0000115793,0.00001235651,0.00001436735,0.003261069,0.00000373403,0.00004935169,0.03222018],"study_design_scores_gemma":[0.001693513,0.001311258,0.9930314,0.00009005914,0.00001421087,0.000006317735,0.000009601789,0.00006697258,0.003354787,0.00006435002,0.0002886392,0.00006891209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998664,0.00004375735,0.0006602458,0.000256244,0.0001438823,0.0001893826,0.000002333087,0.000002270996,0.0000378425],"genre_scores_gemma":[0.9963245,0.0001471893,0.003064127,0.00008842113,0.0002858884,9.214419e-7,0.000003267158,0.00001434134,0.00007139358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03215126,"threshold_uncertainty_score":0.9989262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0673124955596907,"score_gpt":0.4103530502409719,"score_spread":0.3430405546812811,"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."}}