{"id":"W2113232549","doi":"10.1109/iembs.2007.4353796","title":"Integrated Microfluidic Systems for Sample Preparation and Detection of Respiratory Pathogen Bordetella pertussis","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Electroporation; Dielectrophoresis; Bordetella pertussis; Pertussis toxin; Microfluidics; Lysis; Pathogen; Materials science; Microbiology; Chemistry; Molecular biology; Chromatography; Nanotechnology; Biology; Bacteria; Biochemistry; Gene; Genetics","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":[0.0007149731,0.0006501442,0.0006768455,0.0005322359,0.00030342,0.0005038045,0.001015172,0.0007548407,0.0007646155],"category_scores_gemma":[0.0007459146,0.0005290093,0.0003450418,0.0003158579,0.0002302249,0.0003990923,0.0005141011,0.0005770185,0.0003876078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007121734,"about_ca_system_score_gemma":0.0006951761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005446671,"about_ca_topic_score_gemma":0.001132694,"domain_scores_codex":[0.9993124,0.00007730456,0.00004708722,0.0001711087,0.000322438,0.00006960082],"domain_scores_gemma":[0.9996687,0.000118747,0.00005096826,0.00003061386,0.00009575178,0.00003520745],"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":[0.00008943077,0.00005239065,0.0003288727,0.0002547286,0.00003239734,0.00003524453,0.00002906342,0.0003704069,0.9778553,0.0005870187,0.0007175966,0.01964746],"study_design_scores_gemma":[0.00005530544,0.0005685632,0.002631707,0.00003510201,0.00008933284,0.0003402686,0.00001767648,0.009842604,0.9659019,0.0003050759,0.02016646,0.00004600566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3055964,0.02504759,0.6535463,0.0009778173,0.001734182,0.001279502,0.003134612,0.005154758,0.003528954],"genre_scores_gemma":[0.3623686,0.007852828,0.6205285,0.0005766735,0.0002544617,0.001413825,0.002361031,0.00007124597,0.004572852],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001015172,"threshold_uncertainty_score":0.005167186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464447562378974,"score_gpt":0.2390412605690888,"score_spread":0.214396784945299,"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."}}