{"id":"W1985252835","doi":"10.1039/c3ra43087a","title":"Antibacterial porous polymeric monolith columns with amphiphilic and polycationic character on cross-linked PMMA substrates for cell lysis applications","year":2013,"lang":"en","type":"article","venue":"RSC Advances","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lysis; Monolith; Methacrylate; Amphiphile; Antibacterial activity; Cationic polymerization; Chemistry; Chemical engineering; Bacillus subtilis; Materials science; Copolymer; Chromatography; Polymer chemistry; Organic chemistry; Polymer; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001558291,0.0004574437,0.0001842541,0.000221897,0.0001402008,0.0002427362,0.0002490389,0.0003748696,0.0007247],"category_scores_gemma":[0.0001991391,0.0002363144,0.0002372834,0.0001345186,0.0002064701,0.0002602993,0.0002232773,0.0005027887,0.0005232582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631846,"about_ca_system_score_gemma":0.0002224193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003803592,"about_ca_topic_score_gemma":0.0007634014,"domain_scores_codex":[0.9998468,0.00001418286,0.00000871806,0.00004127397,0.00005277838,0.00003624117],"domain_scores_gemma":[0.9998424,0.00004142118,0.00005339921,0.00001389324,0.00002646888,0.00002244736],"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":[0.000005923983,0.000002433242,0.00001689891,0.00001305094,8.369256e-7,0.000007373375,0.000001958481,0.00002679248,0.9994113,0.00001752096,0.00000746357,0.0004883395],"study_design_scores_gemma":[0.00000240326,0.00004928398,0.0006406386,0.000004298943,0.000005408448,0.000071459,0.000003116926,0.0004959121,0.9978071,0.00001260244,0.0009044707,0.000003432649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144017,0.005501179,0.07500175,0.0002072607,0.0001103646,0.0001423378,0.0004644484,0.0009884892,0.003182411],"genre_scores_gemma":[0.9470235,0.001449743,0.04812111,0.0001190434,0.00003259344,0.0001023434,0.0004076161,0.00006229125,0.002681846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007247,"threshold_uncertainty_score":0.002424359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004653260585482418,"score_gpt":0.2088866010169657,"score_spread":0.2042333404314833,"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."}}