{"id":"W4411964794","doi":"10.3390/proteomes13030030","title":"SDS Depletion from Intact Membrane Proteins by KCl Precipitation Ahead of Mass Spectrometry Analysis","year":2025,"lang":"en","type":"article","venue":"Proteomes","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Mass spectrometry; Chemistry; Chromatography; Precipitation; Meteorology; Physics","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":[0.0001209649,0.0001763395,0.0003290059,0.0002274375,0.00008609031,0.0000314701,0.0002759439,0.0001619107,0.0008797279],"category_scores_gemma":[0.00008347419,0.0001789702,0.0001619228,0.0009015542,0.00005590335,0.0001137908,0.00005588825,0.0002111895,0.000009892786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206851,"about_ca_system_score_gemma":0.00003895228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002570811,"about_ca_topic_score_gemma":0.0000115452,"domain_scores_codex":[0.9987585,0.0000220742,0.0004276499,0.0004011524,0.0002005785,0.000190046],"domain_scores_gemma":[0.9989919,0.00007524796,0.0002706226,0.0005182667,0.0001000075,0.0000439347],"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":[0.00003360335,0.0000899291,0.01348438,0.0001103676,0.0002923034,2.407096e-7,0.00004222097,0.00004277029,0.9830844,0.001143461,0.00008741202,0.00158896],"study_design_scores_gemma":[0.0002377651,0.00002000149,0.001760148,0.00005056023,0.0002031155,1.122178e-7,0.00004360078,0.0006261502,0.9772195,0.01880586,0.0008738184,0.0001593543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4980902,0.0002341805,0.4963084,0.0003404911,0.000010961,0.0006728427,0.0002538468,0.0001789512,0.003910077],"genre_scores_gemma":[0.8265756,0.00009186089,0.1708759,0.00002290492,0.00003212273,0.001071095,0.0003921114,0.00001776196,0.0009206099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284854,"threshold_uncertainty_score":0.9632404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006482318796256685,"score_gpt":0.2689066687142429,"score_spread":0.2624243499179862,"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."}}