{"id":"W4225726850","doi":"10.22215/etd/2021-14687","title":"Molecularly Imprinted Electroimpedance Sensor for Detection of 8-isoprostane in Exhaled Breath Condensate","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Molecularly imprinted polymer; Materials science; Nanotechnology; Polymer; Exhaled breath condensate; Point of care; Dielectric spectroscopy; Capacitive sensing; Electrode; Chemistry; Electrochemistry; Computer science; Selectivity; Medicine; Composite material; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002520559,0.0002894849,0.0004803879,0.0001711775,0.00001326779,0.00001160066,0.000132615,0.0004852869,0.00001136849],"category_scores_gemma":[0.0001935586,0.0003148621,0.0001258558,0.0003180829,0.00001943988,0.00005195035,0.000009661972,0.0003839669,0.000001631363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761793,"about_ca_system_score_gemma":0.000009668811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116308,"about_ca_topic_score_gemma":0.0002501429,"domain_scores_codex":[0.9987929,0.000007000366,0.0004261329,0.0003206292,0.0001316809,0.0003216037],"domain_scores_gemma":[0.9993328,0.00007325067,0.00009924408,0.0002868994,0.0001812538,0.00002655343],"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":[0.00007141929,0.00001266033,0.000006285259,0.0004884261,0.00004597419,0.00001214881,0.00003021534,0.0003563971,0.9943902,0.00008359647,0.000001770379,0.00450087],"study_design_scores_gemma":[0.0004457569,0.00005202062,0.0001397961,0.0001214625,0.00002695148,0.000009432492,0.0004617037,0.004518351,0.9931536,0.0007229711,0.00005354284,0.0002944261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752179,0.0009287269,0.02178906,0.000004453454,0.0001209751,0.0005248441,0.00002835271,0.0005916871,0.0007939416],"genre_scores_gemma":[0.9922529,0.0002499957,0.005509379,0.000004383311,0.00001522933,0.0001424823,0.0002704359,0.00009394264,0.001461254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703493,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004906607240420363,"score_gpt":0.2286145314026701,"score_spread":0.2237079241622498,"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."}}