{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561147,0.0001712583,0.0002766906,0.0001329689,0.0001069662,0.00002543681,0.0001974995,0.0001450031,0.0002433622],"category_scores_gemma":[0.00004599551,0.0001773402,0.0001000773,0.0005180996,0.0001894884,0.00007132875,0.00004685325,0.0001782632,0.000005552828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006549557,"about_ca_system_score_gemma":0.00003276066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006254655,"about_ca_topic_score_gemma":0.00001019572,"domain_scores_codex":[0.9989182,0.00001336844,0.0003231562,0.0003608587,0.0001614868,0.0002229457],"domain_scores_gemma":[0.9990656,0.00002411047,0.0002494122,0.0004682981,0.0001123665,0.00008023305],"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":[0.00004817232,0.00005069778,0.002258572,0.0001064515,0.00006873627,2.905521e-7,0.00001690774,0.000009846623,0.9965088,0.0007145058,0.00006077833,0.0001561769],"study_design_scores_gemma":[0.0002707519,0.00005255879,0.00005250721,0.00003152438,0.0001007581,0.000001087291,0.0000146781,0.004745907,0.9902617,0.003204261,0.001073933,0.0001903873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5091204,0.00002901065,0.4876692,0.0001529563,0.00000302949,0.0003738403,0.00009311957,0.00009257966,0.002465906],"genre_scores_gemma":[0.5770668,0.00001505627,0.42202,0.00002524052,0.00004596865,0.0002738175,0.00005741313,0.00002133928,0.0004743436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06794638,"threshold_uncertainty_score":0.7231724,"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."}}