{"id":"W2094589858","doi":"10.1021/ac5040715","title":"Indirect Competitive Assays on DVD for Direct Multiplex Detection of Drugs of Abuse in Oral Fluids","year":2014,"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":"Simon Fraser University","funders":"Ministry of Education of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Chemistry; Multiplex; Drugs of abuse; Detection limit; Immunoassay; Chromatography; Morphine; Drug detection; Mass spectrometry; Drug; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002015278,0.0001374494,0.0003407563,0.00006300458,0.00001559323,0.000006137588,0.00007525908,0.0001676443,0.00002695325],"category_scores_gemma":[0.000206015,0.0001324431,0.0001479595,0.0002327048,0.00007379448,0.00003003537,0.000008638451,0.0001699912,0.000003459347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006034632,"about_ca_system_score_gemma":0.000005181028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002039924,"about_ca_topic_score_gemma":0.00002247526,"domain_scores_codex":[0.999158,0.00001816295,0.00031098,0.0001792021,0.0001453755,0.0001883289],"domain_scores_gemma":[0.9994337,0.0002551212,0.00003836295,0.0001538426,0.00005150368,0.00006744653],"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":[0.0001342147,0.0001936811,0.0007715981,0.0006507029,0.0001233479,8.625614e-7,0.0001043028,0.003529154,0.9830556,0.000346348,0.00006527911,0.01102492],"study_design_scores_gemma":[0.000397574,0.00006216545,0.001445045,0.00005306727,0.00002992452,3.444233e-7,0.0000275612,0.3133345,0.6839055,0.0001099872,0.0005253991,0.0001089127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729083,0.00001683509,0.003113095,0.00001778846,0.00005572592,0.0001016845,0.00002754302,0.00007066402,0.0236884],"genre_scores_gemma":[0.9996015,0.00001587845,0.0001580385,0.000009605005,0.00006275465,0.000007949682,0.000008357729,0.00001897978,0.0001169011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098054,"threshold_uncertainty_score":0.5400872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008631008110989604,"score_gpt":0.2215281111227668,"score_spread":0.2128971030117772,"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."}}