{"id":"W4253244470","doi":"10.1016/s0016-5107(07)01828-7","title":"ASGE Update","year":2007,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Medical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004806327,0.0001228905,0.00008012208,0.00005574562,0.00006939999,0.00001409727,0.0002048967,0.0000274947,0.0001133165],"category_scores_gemma":[0.0007233401,0.0001219083,0.0000419451,0.0001305295,0.00009894717,0.000004573537,0.0001002773,0.0001260287,0.0001826882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001670971,"about_ca_system_score_gemma":0.00005873049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006513569,"about_ca_topic_score_gemma":0.00001168185,"domain_scores_codex":[0.9988629,0.00003585971,0.0001751951,0.0003300086,0.0001735381,0.0004224549],"domain_scores_gemma":[0.99928,0.00003078598,0.00005457098,0.0003544526,0.0001364976,0.0001436489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002922774,0.00003156048,0.005763577,0.000007428781,0.000005131167,0.00002003566,0.000004684999,0.00004786678,0.9884434,0.0003489076,0.001933367,0.003101772],"study_design_scores_gemma":[0.001000649,0.0008186988,0.01229168,0.00003830941,0.000007339353,0.002900106,0.0000864148,0.00002588993,0.8132612,0.0005391747,0.1687117,0.0003188916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2786638,0.000283275,0.7042584,0.0006298916,0.0001702755,0.0002560143,0.00001631695,0.00006855353,0.01565354],"genre_scores_gemma":[0.7005846,0.00003126005,0.2954172,0.0004053361,0.0005780063,0.000009245256,0.00013746,0.00003662268,0.00280027],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4219208,"threshold_uncertainty_score":0.4971275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406642458080324,"score_gpt":0.3109204570929677,"score_spread":0.2968540325121645,"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."}}