{"id":"W2967561847","doi":"10.1016/j.snb.2019.127007","title":"Sodium dodecyl sulfate decorated Legionella pneumophila for enhanced detection with a GaAs/AlGaAs nanoheterostructure biosensor","year":2019,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Université de Sherbrooke; CMC Microsystems; American Heart Association","keywords":"Legionella pneumophila; Sodium dodecyl sulfate; Biochip; Biosensor; Detection limit; Zeta potential; Pulmonary surfactant; Chemistry; Surface charge; Bacteria; Chromatography; Materials science; Nanotechnology; Biochemistry; Nanoparticle; Biology","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":[0.0001508561,0.0003436456,0.0001616469,0.000159587,0.0001364206,0.0003179616,0.0002659147,0.0004082713,0.0003955594],"category_scores_gemma":[0.0001223208,0.0002406215,0.0001537605,0.0001631418,0.0001528429,0.0001890532,0.0002171273,0.0003069557,0.0003068466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926086,"about_ca_system_score_gemma":0.0002045758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005684342,"about_ca_topic_score_gemma":0.001588279,"domain_scores_codex":[0.9998411,0.0000250957,0.00001357457,0.0000302327,0.00006330266,0.00002668479],"domain_scores_gemma":[0.9999272,0.00001392106,0.00001441746,0.000011397,0.00002157517,0.00001151148],"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":[0.000006401895,0.000003129024,0.00003173685,0.000005129488,8.082283e-7,0.000008140459,0.000003250036,0.00001660093,0.9996912,0.00001229128,0.000008179562,0.0002130414],"study_design_scores_gemma":[0.00000108431,0.00002201054,0.0002270294,6.852343e-7,0.00000191406,0.00001214042,0.000005175107,0.0005110978,0.9990062,0.000003791168,0.0002075878,0.000001321832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879742,0.0005504494,0.009608806,0.0001745929,0.00005566132,0.00001996761,0.0001185897,0.0001966994,0.001300953],"genre_scores_gemma":[0.9872108,0.0003303717,0.009217954,0.00007492468,0.000009454602,0.00001947752,0.0001076273,0.00001772263,0.003011781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005684342,"threshold_uncertainty_score":0.002123058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00308143104777262,"score_gpt":0.1715672127008994,"score_spread":0.1684857816531268,"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."}}