{"id":"W3193797780","doi":"10.1109/lsens.2021.3103433","title":"Molecularly Imprinted Electroimpedance Sensor for Detection of 8-Isoprostane in Exhaled Breath Condensate","year":2021,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Molecularly imprinted polymer; Analyte; Exhaled breath condensate; Chemistry; Biomarker; Breath gas analysis; Biomolecule; Exhaled air; Polymer; Chromatography; Biochemistry; Organic chemistry; Selectivity; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002128085,0.0002491715,0.000418699,0.00006126025,0.00003595158,0.00002063152,0.0001316457,0.0001598479,0.00006882858],"category_scores_gemma":[0.0003840516,0.0002805868,0.0001803774,0.0002699786,0.00008672264,0.00004445465,0.00002536349,0.0002935355,0.000005462837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550147,"about_ca_system_score_gemma":0.00007335945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664938,"about_ca_topic_score_gemma":0.000006481248,"domain_scores_codex":[0.9981527,0.00005466974,0.0005260334,0.000529811,0.0002667996,0.0004700185],"domain_scores_gemma":[0.9988674,0.0002690632,0.00017342,0.0003951309,0.000197942,0.00009706392],"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":[0.0001602833,0.00004656996,0.000253477,0.0002580791,0.00008456183,0.0002149996,0.00007490254,0.00007710606,0.9984072,0.000006655516,0.00001080541,0.0004053081],"study_design_scores_gemma":[0.001097787,0.0000136683,0.0002330473,0.00007090573,0.00004341422,0.000123892,0.0001045881,0.002179487,0.9955555,0.0000646769,0.0002273315,0.0002857459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436343,0.00004320658,0.0552682,0.0005242008,0.0000574361,0.0001169704,0.00003266576,0.00004857365,0.0002744355],"genre_scores_gemma":[0.9715189,0.00001228828,0.02651627,0.0003956324,0.00007466135,0.00003166229,0.00002355073,0.00004934488,0.001377679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875193,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437425565522272,"score_gpt":0.2627268554822321,"score_spread":0.2483525998270094,"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."}}