{"id":"W3136218825","doi":"10.1016/j.bios.2021.113188","title":"AIEgens enabled ultrasensitive point-of-care test for multiple targets of food safety: Aflatoxin B1 and cyclopiazonic acid as an example","year":2021,"lang":"en","type":"article","venue":"Biosensors and Bioelectronics","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Aflatoxin; Food safety; Mycotoxin; Point-of-care testing; Ochratoxin A; Point of care; Nanotechnology; Chemistry; Food science; Materials science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000268211,0.0002380782,0.0004955414,0.00006332386,0.0001495943,0.0000562275,0.000107446,0.0001488035,0.00004090818],"category_scores_gemma":[0.0002725155,0.0002060445,0.00007603817,0.0001234789,0.0001979597,0.0001615625,0.00007219735,0.00006157241,0.000002967434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003715279,"about_ca_system_score_gemma":0.0001998483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134903,"about_ca_topic_score_gemma":0.0005305347,"domain_scores_codex":[0.9982953,0.00008741434,0.0004325748,0.0005217692,0.0001688182,0.0004941405],"domain_scores_gemma":[0.9988165,0.0002305274,0.0002067603,0.0002934661,0.0003273312,0.0001253501],"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":[0.0002751094,0.0001444458,0.001023695,0.0002514079,0.00002181801,0.000005782069,0.001005559,8.731281e-7,0.9956557,0.001221496,0.00001944051,0.0003746298],"study_design_scores_gemma":[0.001190261,0.002156518,0.000984872,0.00006906506,0.00005936396,0.00003881187,0.001215038,0.00005952323,0.9928844,0.0003507812,0.0007322012,0.0002591901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965521,0.002045918,0.00004975631,0.0001001135,0.000132448,0.000444316,0.0006039401,0.0000329533,0.00003845332],"genre_scores_gemma":[0.9966753,0.0009205752,0.002040277,0.00006319176,0.00007912573,0.000009275681,0.0001463289,0.00002690193,0.00003909813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00277137,"threshold_uncertainty_score":0.8402249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255387016662122,"score_gpt":0.2304372927637109,"score_spread":0.2178834225970897,"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."}}