{"id":"W2058848334","doi":"10.2174/1872208311307010003","title":"Separation of Bioactive Peptides by Membrane Processes: Technologies and Devices","year":2013,"lang":"en","type":"review","venue":"Recent Patents on Biotechnology","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Membrane; Ultrafiltration (renal); Chemistry; Electrodialysis; Selectivity; Microfluidics; Biomolecule; Downstream processing; Nanotechnology; Chromatography; Biochemical engineering; Combinatorial chemistry; Materials science; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001462941,0.0006843172,0.00161882,0.001031162,0.00005788093,0.00004437845,0.0005468837,0.002036169,0.00004642966],"category_scores_gemma":[0.0001668866,0.0005611696,0.0001073719,0.001074987,0.0003026088,0.0002024594,0.0001098155,0.0006997655,0.00008946467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596054,"about_ca_system_score_gemma":0.00007204997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000854102,"about_ca_topic_score_gemma":0.000005814742,"domain_scores_codex":[0.9977491,0.00007008621,0.0009292248,0.0006170436,0.000251961,0.0003825367],"domain_scores_gemma":[0.998496,0.0001537604,0.00052468,0.0006158249,0.000160111,0.00004960156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005248737,0.00006944587,0.000001656196,0.01585049,0.0001943591,0.000001706272,0.00001157488,0.000004167763,0.002504854,0.0002171462,0.002018039,0.9791213],"study_design_scores_gemma":[0.0001226622,0.0001810875,1.686068e-7,0.003289202,0.0001240438,0.00001456401,0.00006375233,0.00004465852,0.2325206,0.00006309332,0.7631509,0.0004252053],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000445408,0.9931358,0.0005790063,0.000134343,0.0001400344,0.001882791,0.0002025571,0.003114561,0.0003655393],"genre_scores_gemma":[0.0008152066,0.9972407,0.0008873712,0.0000133315,0.00001120338,0.0005902413,0.0002789355,0.00009585067,0.00006713223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9786961,"threshold_uncertainty_score":0.999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189891863605364,"score_gpt":0.313134701178065,"score_spread":0.2712357825420113,"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."}}