{"id":"W2792655848","doi":"10.1016/j.jpha.2018.03.002","title":"Enrichment and immobilization of macromolecular analytes on a porous membrane utilizing permeation drag","year":2018,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Analysis","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Chemistry; Permeation; Macromolecule; Analyte; Chromatography; Filtration (mathematics); Membrane; Ultrafiltration (renal); Adsorption; Chemical engineering; Organic chemistry; 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":[0.0003674727,0.0005610358,0.0004154714,0.0003154456,0.0003373089,0.0004678145,0.0004324958,0.0006710083,0.0002666698],"category_scores_gemma":[0.0004255155,0.0002425097,0.0004467747,0.000153163,0.0004038165,0.0005403836,0.0004877272,0.0005361369,0.0002843018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459044,"about_ca_system_score_gemma":0.0003323364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005754673,"about_ca_topic_score_gemma":0.000718749,"domain_scores_codex":[0.9996928,0.00005268843,0.0000188569,0.00007465149,0.00009126991,0.00006972061],"domain_scores_gemma":[0.9998268,0.00006556635,0.00004465084,0.00001832977,0.00002471626,0.0000199076],"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":[0.00001311996,0.000007058387,0.00004989036,0.00003405792,0.000003677472,0.00003178615,0.00001343637,0.00005523371,0.9980801,0.0001142773,0.00001370736,0.001583661],"study_design_scores_gemma":[0.00000268254,0.00007881616,0.000333466,0.000005010086,0.00000660002,0.0001566982,0.000008535703,0.0009551834,0.9970104,0.00005053141,0.001383872,0.000008112095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348649,0.003177911,0.1586402,0.0004130916,0.00009508385,0.0001897575,0.0001058906,0.0004124732,0.002100703],"genre_scores_gemma":[0.8889819,0.003558395,0.1037247,0.0002186154,0.00004810492,0.0001570728,0.0001444078,0.00005639192,0.003110368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006710083,"threshold_uncertainty_score":0.002509713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158962944075554,"score_gpt":0.2739684277766595,"score_spread":0.2623787983359039,"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."}}