{"id":"W3081095934","doi":"10.1016/j.jacbts.2020.07.003","title":"Glycation and Infiltration of Serum Albumin","year":2020,"lang":"en","type":"letter","venue":"JACC Basic to Translational Science","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Edwards Lifesciences; Medtronic","keywords":"Glycation; Albumin; Infiltration (HVAC); Chemistry; Serum albumin; Biochemistry; Receptor; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003859405,0.000449855,0.0002695092,0.0002595019,0.0006925423,0.0008552134,0.0004668427,0.0061168,0.003218293],"category_scores_gemma":[0.001067878,0.0001883214,0.0006766984,0.0001530624,0.0008057158,0.0003775013,0.0003273729,0.004474247,0.001126147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461685,"about_ca_system_score_gemma":0.0004340718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897613,"about_ca_topic_score_gemma":0.002886998,"domain_scores_codex":[0.9997366,0.00006571881,0.00001420469,0.00003494516,0.0000864629,0.00006216046],"domain_scores_gemma":[0.999779,0.0001024166,0.0000314448,0.00002210697,0.0000258613,0.00003909414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002039197,0.0002751064,0.002568907,0.0004207583,0.0001483919,0.1533386,0.0003769609,0.0008570818,0.05555874,0.04762833,0.6598529,0.07693502],"study_design_scores_gemma":[0.000656663,0.0006889071,0.01418082,0.0001495242,0.0001387341,0.08308443,0.000221408,0.003256195,0.02663464,0.02293389,0.8479641,0.00009068887],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05174283,0.01494272,0.005800867,0.753762,0.05783635,0.0002175863,0.000287294,0.0005755485,0.1148349],"genre_scores_gemma":[0.4422621,0.01072435,0.003178136,0.3688657,0.05234715,0.0002172153,0.0002412413,0.0001162612,0.1220478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0061168,"threshold_uncertainty_score":0.01076627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042670981428407,"score_gpt":0.2993995812195503,"score_spread":0.2789728714052662,"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."}}