{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006166979,0.001383809,0.000758588,0.001874146,0.00128121,0.003023461,0.001471864,0.002643788,0.9704513],"category_scores_gemma":[0.0009455997,0.0005189565,0.000672365,0.00135447,0.0007921831,0.001816726,0.003503628,0.001583168,0.9747412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009773234,"about_ca_system_score_gemma":0.0007430632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557304,"about_ca_topic_score_gemma":0.001576891,"domain_scores_codex":[0.9994678,0.00003384954,0.00003399564,0.0001597564,0.0002194066,0.00008531047],"domain_scores_gemma":[0.9991121,0.0001087867,0.00003496015,0.0001720889,0.0002280306,0.0003439526],"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":[0.0002303505,0.0002350703,0.0008118365,0.0003028154,0.00001806049,0.0003397244,0.00009106677,0.0002932966,0.006682171,0.005879458,0.2560904,0.7290257],"study_design_scores_gemma":[0.0000233976,0.00003617006,0.0005563242,0.00009321663,0.000004671391,0.0002572972,0.00003845304,0.0001410696,0.0008854925,0.0006698978,0.9972838,0.00001036464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007634318,0.0004435642,0.001560873,0.0005469444,0.0006941315,0.00009734655,0.001354602,0.001626515,0.9929127],"genre_scores_gemma":[0.001530576,0.0002047182,0.0007027549,0.0002684188,0.00006972026,0.00003503248,0.0009768624,0.0002212519,0.9959908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0295487,"threshold_uncertainty_score":0.04214764,"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."}}