{"id":"W4405107063","doi":"10.1021/acsabm.4c01564","title":"Effect of End-Tethered Methoxy-PEO Chain Density on Uremic Toxin Adsorption","year":2024,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Adsorption; Contact angle; Hippuric acid; X-ray photoelectron spectroscopy; Chemistry; Ethylene oxide; Fouling; Uremic toxins; Protein adsorption; Chromatography; Chemical engineering; Materials science; Organic chemistry; Membrane; Polymer; Biochemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002043303,0.0003181132,0.000619051,0.0001563497,0.00007424627,0.0001612699,0.0002500028,0.0001552841,0.001275971],"category_scores_gemma":[0.00008645491,0.0002413621,0.00007324899,0.0001994886,0.0001308776,0.0001146166,0.0001586617,0.0001020758,0.001630749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009688707,"about_ca_system_score_gemma":0.00003116619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459598,"about_ca_topic_score_gemma":0.000009420054,"domain_scores_codex":[0.9978194,0.0003791051,0.000531174,0.0005468347,0.000377022,0.0003464665],"domain_scores_gemma":[0.9986395,0.0006453091,0.0001984214,0.0004208976,0.00003898454,0.00005692428],"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":[0.0005394468,0.0000281762,0.000007302724,0.0002415797,0.00005424172,0.00000538759,0.0002268347,0.000004765897,0.9949099,0.001256229,0.000747915,0.001978227],"study_design_scores_gemma":[0.0002739488,0.0002123194,0.0001298359,0.0001294323,0.00007035594,0.000008107394,0.00004307804,0.000002668257,0.9977537,0.0002277838,0.0009327328,0.0002160387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948908,0.0002777104,0.0001033813,0.000121919,0.002706794,0.0005043038,0.0001555917,0.0003075644,0.0009319023],"genre_scores_gemma":[0.9990551,0.00004498131,0.0001750889,0.0001046022,0.0002205985,0.0001209754,0.00001961935,0.00004133692,0.0002176495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004164315,"threshold_uncertainty_score":0.999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356113085284215,"score_gpt":0.2882203888993404,"score_spread":0.2746592580464982,"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."}}