{"id":"W4281263269","doi":"10.1016/j.apsusc.2022.153749","title":"Human serum albumin adsorption on cellulose nanocrystal: A spectroscopy and molecular dynamics simulation research","year":2022,"lang":"en","type":"article","venue":"Applied Surface Science","topic":"Protein Interaction Studies and Fluorescence Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Human serum albumin; Circular dichroism; Molecular dynamics; Chemistry; Fluorescence spectroscopy; Quenching (fluorescence); van der Waals force; Spectroscopy; Adsorption; Fluorescence; Crystallography; Physical chemistry; Molecule; Organic chemistry; Computational chemistry; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001462676,0.0002151688,0.0002255144,0.000154857,0.0002798153,0.0002406355,0.000302777,0.0002762804,0.001050507],"category_scores_gemma":[0.0003720532,0.00009544631,0.0003154099,0.0002338507,0.0001646125,0.0002885184,0.0001117094,0.0003371343,0.0001289407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006296427,"about_ca_system_score_gemma":0.0005015525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155934,"about_ca_topic_score_gemma":0.006909689,"domain_scores_codex":[0.9999164,0.00001050109,0.000003501756,0.00001823551,0.00003040138,0.00002097356],"domain_scores_gemma":[0.9998649,0.00005495259,0.00001583151,0.00001316143,0.00003589233,0.00001520648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004107319,0.0003572679,0.004159516,0.0001587267,0.00006400832,0.0002902322,0.000157815,0.09056287,0.8870132,0.004505488,0.000728962,0.01159129],"study_design_scores_gemma":[0.00002420438,0.0001286484,0.004416969,0.000006302814,0.00002087591,0.00006222892,0.00006613377,0.7254694,0.2687572,0.0003501864,0.0006748707,0.00002305087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943258,0.0002177095,0.003594396,0.0001032666,0.00001784753,0.00000694305,0.0000474044,0.00003286765,0.001653608],"genre_scores_gemma":[0.9968893,0.0001700853,0.002043913,0.00001949692,0.000003822902,0.000006827179,0.00005275678,0.00001171789,0.0008021803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0155934,"threshold_uncertainty_score":0.03100526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831104514195188,"score_gpt":0.3283018052771576,"score_spread":0.3099907601352058,"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."}}