{"id":"W3187489519","doi":"10.11159/icbes21.105","title":"Rapid Detection of Wound Pathogen Proteus mirabilis Using Disposable Electrochemical Sensors","year":2021,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Proteus mirabilis; Proteus; Pathogen; Microbiology; Chemistry; Biology; Pseudomonas aeruginosa; Bacteria; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002212837,0.0001673987,0.0003161396,0.0000957471,0.0001023066,0.00007184601,0.0002103275,0.00006697937,0.000001116812],"category_scores_gemma":[0.0001939577,0.0001275983,0.0000663461,0.001009092,0.0001655841,0.0001013901,0.0001096837,0.0002698788,1.122567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005443599,"about_ca_system_score_gemma":0.00002876847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000842885,"about_ca_topic_score_gemma":1.720524e-7,"domain_scores_codex":[0.998671,0.000005152212,0.0003065949,0.0003599678,0.0003381788,0.0003191206],"domain_scores_gemma":[0.9993118,0.0001039929,0.0001053328,0.0001123756,0.000234678,0.0001318279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001585278,0.00002632394,0.0001998812,0.0002546047,0.00001915071,0.000001165144,0.00002087961,0.001719203,0.994772,0.002508608,0.000003712,0.0004586424],"study_design_scores_gemma":[0.00009215305,0.0000272973,0.0000793526,0.0001318719,0.0000136211,0.00004731997,0.000005403032,0.5178103,0.4815875,0.00001046779,0.0001050373,0.00008962119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978586,0.0004249172,0.001212099,0.00003480724,0.0001765935,0.0001246744,0.000001690812,0.00003751756,0.0001290307],"genre_scores_gemma":[0.9990855,0.00001648217,0.0005509604,0.000007427736,0.00009918123,0.000004333131,1.756882e-7,0.0000111786,0.0002247816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5160912,"threshold_uncertainty_score":0.5203307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008472006429555215,"score_gpt":0.1995229306429191,"score_spread":0.1910509242133639,"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."}}