{"id":"W2109007641","doi":"10.51847/9ihpnd5","title":"10.51847/9ihpnD5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycation; Rheumatoid arthritis; Amadori rearrangement; Advanced glycation end-product; Diabetes mellitus; Pathogenesis; Rage (emotion); Disease; Medicine; Pharmacology; Chemistry; Immunology; Internal medicine; Endocrinology; Biology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000854599,0.00007610278,0.00006056038,0.0000259261,0.00004553575,0.00001212552,0.0001670515,0.00004762097,0.9415835],"category_scores_gemma":[0.00007454362,0.00007617003,0.00002590617,0.000108558,0.0000276227,0.000003225907,0.00004538145,0.00004610338,0.889072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008099468,"about_ca_system_score_gemma":0.00003209708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002411321,"about_ca_topic_score_gemma":6.212242e-8,"domain_scores_codex":[0.9993407,0.0000289318,0.0000845832,0.0002479587,0.0001055587,0.000192252],"domain_scores_gemma":[0.9994704,0.000005263994,0.00001089787,0.0003568603,0.00006000579,0.00009658333],"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":[0.0001080311,0.00002539132,2.525108e-7,0.000003062022,0.00001025457,0.000001123867,0.000002970844,0.0002865111,0.04482542,0.000001240543,0.02990621,0.9248295],"study_design_scores_gemma":[0.0001200542,0.0001447933,0.00002068495,0.000001918605,0.000001899303,0.000005574805,3.64632e-7,0.00001359394,0.01295772,0.000003082936,0.9866307,0.00009959735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003736242,0.0001740758,0.00001889911,0.0004804435,0.000002005044,0.0001528334,0.00001219952,0.00002395278,0.9953994],"genre_scores_gemma":[0.001256119,0.000003791755,0.0004861699,0.00009566902,0.0001910869,0.00001755151,0.00008004961,0.00001765926,0.9978519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9567245,"threshold_uncertainty_score":0.3106124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008036716629556906,"score_gpt":0.2433508974417329,"score_spread":0.235314180812176,"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."}}