{"id":"W4284969706","doi":"10.1016/j.carbpol.2022.119850","title":"Innovative process for facile dextran-bovine serum albumin conjugate synthesis: Mechanism, kinetics, and characterization","year":2022,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Protein Interaction Studies and Fluorescence Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Mitacs","keywords":"Chemistry; Bovine serum albumin; Conjugate; Dextran; Amadori rearrangement; Maillard reaction; Chromatography; Serum albumin; Denaturation (fissile materials); Amine gas treating; Polymer chemistry; Nuclear chemistry; Organic chemistry; Biochemistry; Glycation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001066178,0.0001599382,0.0001808738,0.00008358061,0.0002654202,0.00002518678,0.0001182216,0.00005071469,0.00008740113],"category_scores_gemma":[0.00005427218,0.0001659126,0.00005990754,0.0002506706,0.00006463717,0.000008885822,0.000103112,0.00007322838,0.000001216009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002078329,"about_ca_system_score_gemma":0.00003698891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001820241,"about_ca_topic_score_gemma":0.000007441526,"domain_scores_codex":[0.9990391,0.0000460604,0.0002168736,0.0003574802,0.0001151102,0.0002253769],"domain_scores_gemma":[0.9994867,0.00001417465,0.0001424147,0.0001573702,0.0001476165,0.00005165496],"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":[0.0001628081,0.00003393523,0.0001923026,0.00002387264,0.0001502498,0.000001241316,0.0001536885,0.00001577989,0.9969253,0.0001054846,0.00006468568,0.00217063],"study_design_scores_gemma":[0.0003086251,0.000335193,0.0001652966,0.000008299508,0.00006561855,0.000004347407,0.00121355,0.000809329,0.9905578,0.00003650898,0.006261135,0.0002342347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924266,0.0004042113,0.005030036,0.0007504594,0.0002102915,0.0004127331,0.0006170684,0.00001913001,0.0001294586],"genre_scores_gemma":[0.9977251,0.0001114423,0.00003971048,0.0005098445,0.00008716052,0.0006625843,0.0003478674,0.00002418941,0.0004921343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006367459,"threshold_uncertainty_score":0.6765721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165609397352541,"score_gpt":0.2496031141038381,"score_spread":0.2379470201303127,"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."}}