{"id":"W1966890465","doi":"10.1081/ias-100103222","title":"COMPARISON OF SOME METHODS FOR DETERMINING CUTOFF VALUES FOR SEROLOGICAL ASSAYS: A RETROSPECTIVE STUDY USING THE FLUORESCENCE POLARIZATION ASSAY","year":2001,"lang":"en","type":"article","venue":"Journal of Immunoassay and Immunochemistry","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Cutoff; Serology; Percentile; Receiver operating characteristic; Analytical Chemistry (journal); Sensitivity (control systems); Chemistry; Chromatography; Statistics; Medicine; Immunology; Mathematics; Physics; Electronic engineering; Engineering; Antibody","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":[0.001771493,0.0001645768,0.0003600558,0.00003342368,0.0002393608,0.00003009105,0.0003273663,0.0002180393,0.000002245267],"category_scores_gemma":[0.0005966962,0.0001196751,0.0001943216,0.00008386886,0.0001652232,0.00001273477,0.0001041195,0.0001989059,2.704168e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579498,"about_ca_system_score_gemma":0.00007813167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005327813,"about_ca_topic_score_gemma":2.759369e-7,"domain_scores_codex":[0.9987071,0.0001860167,0.0005993278,0.0002142448,0.00009450038,0.0001987808],"domain_scores_gemma":[0.9984453,0.00009719653,0.0006988923,0.0002972637,0.0004254638,0.00003588676],"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":[0.0003080948,0.000218659,0.01930535,0.00001684925,0.0001896542,4.174843e-7,0.0001071068,0.00001542265,0.9750762,0.00003849728,0.00003921368,0.004684527],"study_design_scores_gemma":[0.001088903,0.00180962,0.008831168,0.00004812142,0.0002197876,0.0001598327,0.001185623,0.002003437,0.9828423,0.0008625328,0.0007590544,0.0001896382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7270767,0.002300465,0.2701109,0.00006187402,0.00005749005,0.000363779,0.000010343,0.000004127754,0.00001436052],"genre_scores_gemma":[0.9315473,0.0002028935,0.06796569,0.00003971492,0.000122901,0.00004023301,0.00002336987,0.00001547795,0.00004239612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2044706,"threshold_uncertainty_score":0.488021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969304662602995,"score_gpt":0.4128593428931326,"score_spread":0.3731662962671026,"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."}}