{"id":"W2308421837","doi":"10.1007/s00216-016-9370-x","title":"A toxin-free enzyme-linked immunosorbent assay for the analysis of aflatoxins based on a VHH surrogate standard","year":2016,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Aflatoxin; Chemistry; Chromatography; Detection limit; Toxin; Monoclonal antibody; Standard curve; Mycotoxin; Antibody; Biochemistry; Biology; Food science; Immunology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006584052,0.000304306,0.0006362927,0.00002952777,0.0001930665,0.000065584,0.0005751915,0.0002501945,0.001004663],"category_scores_gemma":[0.000790509,0.0000794445,0.0007245312,0.0009955775,0.0004144847,0.00004608196,0.0001354099,0.0001704747,0.000004856867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566097,"about_ca_system_score_gemma":0.00002121741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002824252,"about_ca_topic_score_gemma":0.00009657632,"domain_scores_codex":[0.9978341,0.00005695419,0.0005308311,0.0005655386,0.0005440814,0.0004684441],"domain_scores_gemma":[0.9957963,0.003279926,0.0001471699,0.0003169912,0.0002033456,0.0002562454],"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":[0.003386271,0.001672784,0.01496219,0.0001874954,0.007450785,0.00002891544,0.00004808571,0.00009232767,0.8351303,0.01841595,0.007805016,0.1108199],"study_design_scores_gemma":[0.008204496,0.00385807,0.1503174,0.000624563,0.02259967,0.00002194516,0.0007117469,0.1433774,0.4893817,0.01025925,0.1670675,0.003576139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317609,0.0007784137,0.003745391,0.04880905,0.0001264194,0.001032259,0.003966406,0.0001868114,0.009594339],"genre_scores_gemma":[0.9982719,0.00009548539,0.0000928132,0.0004116312,0.000178905,0.0000279607,0.0000580767,0.000002347584,0.0008608393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3457485,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571133149012625,"score_gpt":0.2306993948513479,"score_spread":0.2149880633612217,"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."}}