{"id":"W2792721642","doi":"10.1002/pmic.201700025","title":"Membrane‐Based SDS Depletion Ahead of Peptide and Protein Analysis by Mass Spectrometry","year":2018,"lang":"en","type":"article","venue":"PROTEOMICS","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chromatography; Chemistry; Acetone; Mass spectrometry; Proteomics; Precipitation; Sample preparation; Protein precipitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007260151,0.0009997345,0.0005448613,0.0007119342,0.0005204892,0.0009032815,0.0006612215,0.0006154024,0.001602715],"category_scores_gemma":[0.0007947944,0.0003814533,0.0004065555,0.0005655831,0.0003826598,0.0007428543,0.0008918755,0.001169974,0.002014491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003721634,"about_ca_system_score_gemma":0.0005149406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003393112,"about_ca_topic_score_gemma":0.0006437632,"domain_scores_codex":[0.9991958,0.000110388,0.00008110103,0.000173972,0.0003660466,0.00007269836],"domain_scores_gemma":[0.9995615,0.0001147751,0.00007673461,0.00009894529,0.0001178066,0.00003021234],"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":[0.00003141576,0.00001203263,0.0001303067,0.00005467354,0.00001025846,0.00002824611,0.00001607246,0.00004701791,0.9962023,0.0001348903,0.0001678996,0.003164979],"study_design_scores_gemma":[0.000003170824,0.00003473595,0.0007962519,0.000007388772,0.000008226186,0.0001449126,0.00001246178,0.001072167,0.9920202,0.0001267316,0.005765498,0.000008232785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4514337,0.006581725,0.5223234,0.0009465393,0.0004399248,0.0007330595,0.004292922,0.004566259,0.008682484],"genre_scores_gemma":[0.4601139,0.009598684,0.5005658,0.0008989563,0.0001677087,0.001263937,0.00991435,0.001222165,0.0162544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001602715,"threshold_uncertainty_score":0.005361617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008991736285802559,"score_gpt":0.2586214926694019,"score_spread":0.2496297563835993,"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."}}