{"id":"W3092967345","doi":"10.1021/acs.analchem.0c02355","title":"Label-Free Ultrasensitive and Environment-Friendly Immunosensor Based on a Silica Optical Fiber for the Determination of Ciprofloxacin in Wastewater Samples","year":2020,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Université Laval","keywords":"Wastewater; Detection limit; Chemistry; Effluent; Chromatography; Contamination; Sewage treatment; Dilution; Waste management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003326036,0.0007433231,0.0003754466,0.000431812,0.0002485545,0.0002988298,0.0004714853,0.0007821155,0.0004338754],"category_scores_gemma":[0.0003138393,0.0003550766,0.0003720891,0.0003022158,0.0003729851,0.0003915805,0.000263865,0.0004356013,0.0002971389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981765,"about_ca_system_score_gemma":0.0006346859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0053274,"about_ca_topic_score_gemma":0.01205081,"domain_scores_codex":[0.9995545,0.00004891792,0.00002402428,0.0001224918,0.0001992602,0.00005083289],"domain_scores_gemma":[0.9998232,0.0000361951,0.00003896265,0.00001172763,0.00007001803,0.00001999911],"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":[0.00002163034,0.000008156858,0.00008920502,0.00003341241,0.000003036552,0.00002342811,0.000007368945,0.00004450731,0.9986328,0.00001200878,0.00001156164,0.00111279],"study_design_scores_gemma":[0.000005385072,0.000153408,0.002172021,0.000004965689,0.00001160201,0.0001538692,0.00001729134,0.00171408,0.9950465,0.000009441356,0.0006980464,0.00001347669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241092,0.003923024,0.06845927,0.0001857538,0.0001065062,0.0001852412,0.0003622611,0.0004584778,0.002210156],"genre_scores_gemma":[0.8983735,0.00297998,0.09318749,0.0002019425,0.00003452786,0.000159651,0.000437035,0.00003627237,0.004589674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0053274,"threshold_uncertainty_score":0.01059282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284169829610138,"score_gpt":0.2079009367549998,"score_spread":0.1950592384588985,"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."}}