{"id":"W4285293142","doi":"10.1007/978-1-0716-2376-3_10","title":"Enzyme-Linked Immunosorbent Assay (ELISA)","year":2022,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":291,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Enzyme; Chemistry; Molecular biology; Biology; Biochemistry","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":[0.002166729,0.0002473813,0.0003353284,0.0002016585,0.0001560632,0.00001195317,0.0004503075,0.0002134052,0.00002901849],"category_scores_gemma":[0.0003892308,0.0002440433,0.0002215049,0.0003898658,0.0001617976,0.000001797677,0.0006621486,0.0003732576,0.000001631185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006617268,"about_ca_system_score_gemma":0.00006225918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003347353,"about_ca_topic_score_gemma":0.00001021373,"domain_scores_codex":[0.9958177,0.002527745,0.000410313,0.0006840322,0.0001263418,0.000433871],"domain_scores_gemma":[0.9989894,0.00005986236,0.0001528171,0.0006821093,0.00005718857,0.00005859095],"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":[0.00006406852,0.00009546017,0.000559485,0.000003280377,0.00005906398,0.0000210321,0.00001541845,0.0001262414,0.9774073,0.0007223167,0.0001652787,0.02076099],"study_design_scores_gemma":[0.0003659536,0.0003723503,0.0001195837,0.000003163312,0.0000222467,0.00005078971,0.00008447696,0.0002033279,0.8971633,0.003178287,0.09810688,0.0003296652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07183785,0.002097372,0.9235729,0.0003685219,0.0003037529,0.0002795136,0.00003363743,0.00006852573,0.001437927],"genre_scores_gemma":[0.3812164,0.0001325035,0.6165239,0.001244928,0.00006703204,0.0001092056,0.000266747,0.0000367929,0.0004025185],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3093785,"threshold_uncertainty_score":0.9951799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804037923571036,"score_gpt":0.3839660939577909,"score_spread":0.3659257147220805,"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."}}