{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215879,0.0003486676,0.0002382501,0.0003266325,0.0001011937,0.0002569087,0.0003214653,0.0003315358,0.001854341],"category_scores_gemma":[0.000193529,0.0001750238,0.0002317779,0.000193818,0.0001285378,0.0002989506,0.0001561078,0.0003828541,0.0008426604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585136,"about_ca_system_score_gemma":0.0001758782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352107,"about_ca_topic_score_gemma":0.0002892519,"domain_scores_codex":[0.9998109,0.00001651055,0.000007831704,0.00004505245,0.000103966,0.00001583334],"domain_scores_gemma":[0.9999418,0.00001618134,0.000009216739,0.000003705043,0.00002234382,0.000006860923],"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":[0.00001982782,0.00003510527,0.00004107252,0.00004682923,0.000003819145,0.0000354568,0.00001522072,0.0001911647,0.9906701,0.000141593,0.0001289232,0.008670935],"study_design_scores_gemma":[0.000004153738,0.000124263,0.0005902934,0.000006865332,0.0000094135,0.00009272469,0.000010153,0.001515234,0.9928792,0.00004411234,0.004718346,0.000005201812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7111708,0.02034,0.2371233,0.0006825903,0.000656813,0.000383697,0.001025453,0.00150724,0.02711021],"genre_scores_gemma":[0.7280705,0.01636473,0.1858773,0.0004389014,0.0001295278,0.0003391712,0.0007963447,0.000135334,0.06784821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854341,"threshold_uncertainty_score":0.006203353,"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."}}