{"id":"W3109198189","doi":"10.1007/978-1-0716-1064-0_12","title":"Precise Chip-to-Chip Reagent Transfer for Cross-Reactivity-Free Multiplex Sandwich Immunoassays","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University and Génome Québec Innovation Centre","funders":"","keywords":"Multiplex; Analyte; Immunoassay; Chemistry; Reagent; Antibody; Biosensor; Antibody microarray; Chromatography; Molecular biology; Bioinformatics; Biology; Biochemistry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000640851,0.0002862041,0.0003531411,0.00006679247,0.0000940126,0.00002168934,0.0005374479,0.0003730502,0.000006488833],"category_scores_gemma":[0.001119658,0.0002796533,0.0002160503,0.0002334119,0.0001394602,0.000003569361,0.0002763904,0.0002085693,0.000002854589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002361142,"about_ca_system_score_gemma":0.00004606822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002018204,"about_ca_topic_score_gemma":0.0000160387,"domain_scores_codex":[0.9978813,0.0003648321,0.0004005244,0.0008466791,0.0000649764,0.0004417001],"domain_scores_gemma":[0.9987852,0.0001017368,0.00006175108,0.0008002078,0.00009744251,0.0001536901],"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":[0.0003042409,0.00007596121,0.000270023,0.00001720825,0.00003343867,0.000002492848,0.00005548593,0.0001114289,0.9761722,0.001108036,0.0001895387,0.02165996],"study_design_scores_gemma":[0.0009245253,0.0004925184,0.0002676979,0.000008616189,0.00001707651,0.000006930396,0.00001077359,0.0002664351,0.9061363,0.004342449,0.08720984,0.0003168377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1201796,0.0003058419,0.8766196,0.001364229,0.00007910042,0.001033159,0.0001185388,0.00005581096,0.0002440628],"genre_scores_gemma":[0.178858,0.0000587812,0.8186397,0.001656822,0.0001258811,0.0003643948,0.0001825954,0.00005441281,0.00005942438],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08702031,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03882759310583143,"score_gpt":0.4206863830068628,"score_spread":0.3818587899010314,"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."}}