{"id":"W2138407085","doi":"10.6000/1929-6037.2013.02.01.3","title":"Concentration of Astragalus Polysaccharide by Polysulfone-Activated Carbon Modified with Nitric Acid Blend Ultrafiltration Membranes","year":2013,"lang":"en","type":"article","venue":"Journal of Membrane and Separation Technology","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrafiltration (renal); Polysulfone; Chemistry; Membrane; Chromatography; Nitric acid; Polysaccharide; Nuclear chemistry; Inorganic chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002251105,0.0004521053,0.0002652713,0.0002243272,0.0001325339,0.0002314358,0.0001952144,0.0002783495,0.0002395361],"category_scores_gemma":[0.0002141137,0.0001211303,0.0002545141,0.0001858591,0.0001187138,0.0004320442,0.000158702,0.0003461764,0.000120229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130841,"about_ca_system_score_gemma":0.000167382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619015,"about_ca_topic_score_gemma":0.0009939886,"domain_scores_codex":[0.9998167,0.00003040817,0.00001723663,0.00004248146,0.00007321297,0.00001991484],"domain_scores_gemma":[0.9998779,0.00002108218,0.00004205307,0.000008449089,0.00003975058,0.00001070733],"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":[0.00000969033,0.000003331973,0.00004066699,0.00002619735,0.000001990548,0.000008069842,0.00000423139,0.00003459611,0.9991061,0.00001285718,0.000004757285,0.000747518],"study_design_scores_gemma":[0.000001542699,0.00003982736,0.0007044047,0.000004114767,0.000007047991,0.00003344161,0.000004906397,0.0005028954,0.998289,0.00001024212,0.0003996782,0.000002836349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978393,0.003121588,0.0170904,0.0001037309,0.00003033973,0.00003675855,0.0001167967,0.00007749015,0.001030015],"genre_scores_gemma":[0.9654171,0.002788177,0.02946216,0.00007852985,0.00002448494,0.00004963933,0.0002299466,0.00003793267,0.001911919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006619015,"threshold_uncertainty_score":0.002271652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008046837618056827,"score_gpt":0.2264497987162819,"score_spread":0.2184029610982251,"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."}}