{"id":"W2009778396","doi":"10.1016/j.ab.2014.07.031","title":"Sodium dodecyl sulfate polyacrylamide gel electrophoresis for direct quantitation of protein adsorption","year":2014,"lang":"en","type":"article","venue":"Analytical Biochemistry","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; Stem Cell Network","keywords":"Adsorption; Sodium dodecyl sulfate; Chromatography; Chemistry; Polyacrylamide gel electrophoresis; Gel electrophoresis of proteins; Gel electrophoresis; Polyacrylamide; Electrophoresis; Sodium; Protein adsorption; Biochemistry; Organic chemistry; Polymer chemistry","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":[0.001754251,0.004533116,0.002554991,0.003717715,0.001742566,0.00122891,0.001965645,0.0009435369,0.009347991],"category_scores_gemma":[0.001271087,0.001033247,0.001078288,0.003281,0.0006855348,0.00114834,0.0007974196,0.004304355,0.006497266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009880645,"about_ca_system_score_gemma":0.001457512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096631,"about_ca_topic_score_gemma":0.007038843,"domain_scores_codex":[0.9984127,0.0002761444,0.0001868023,0.0004043047,0.000407321,0.0003126152],"domain_scores_gemma":[0.9984799,0.0004241663,0.0001051725,0.0003222468,0.0005220067,0.0001463943],"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":[0.0001760485,0.0002815679,0.0001708978,0.000327905,0.00004589085,0.00009765699,0.0001673525,0.00006239922,0.9916179,0.0008320687,0.0006071354,0.00561328],"study_design_scores_gemma":[0.00002084542,0.0002959064,0.003012282,0.00006400127,0.000115406,0.0002403811,0.00006178053,0.001572848,0.9767206,0.0006151794,0.01725421,0.00002655947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2292943,0.01280787,0.6877208,0.001417551,0.001783921,0.002542798,0.009404058,0.01040739,0.04462134],"genre_scores_gemma":[0.3024422,0.02292472,0.5325419,0.001873377,0.0006473089,0.004355026,0.03697137,0.004458973,0.09378521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009347991,"threshold_uncertainty_score":0.03127217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267130723665893,"score_gpt":0.2738880623084089,"score_spread":0.26121675507175,"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."}}