{"id":"W7099008533","doi":"","title":"ESTIMATION OF SENSITIVITY AND SPECIFICITY OF CULTURE AND DANISH-MIX ELISA FOR DETECTION OF","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella; Feces; Herd; Sample (material); Gold standard (test); Serotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134691,0.00003054159,0.00006175841,0.000013493,0.00001711221,0.000002701795,0.00001237925,0.00001692902,0.00001461459],"category_scores_gemma":[0.00001749573,0.00001869053,0.000008376355,0.00001642349,0.00005632994,0.0001095473,0.000006766841,0.000008191432,4.585289e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.906696e-7,"about_ca_system_score_gemma":8.21853e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000357677,"about_ca_topic_score_gemma":0.0002653334,"domain_scores_codex":[0.9997446,0.00001270505,0.00007836839,0.00007199236,0.00005689805,0.00003541625],"domain_scores_gemma":[0.9998169,0.00006215336,0.00004956539,0.00005121018,0.000005226088,0.0000149297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006140605,0.00001726411,0.3583227,0.0001216545,0.00001234394,1.779373e-7,0.00007790102,0.000199378,0.09583962,0.0001033487,0.00002074444,0.5452235],"study_design_scores_gemma":[0.0001410009,0.0001220649,0.7938277,0.00001650999,0.000008836943,7.201797e-7,0.00008325312,0.002373754,0.2031717,0.0001259605,0.000101536,0.00002697585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824097,0.00004356915,0.01694833,0.00001490001,0.00003471813,0.00007777518,0.0001114521,0.000003020935,0.0003564983],"genre_scores_gemma":[0.9968347,0.00009506691,0.00297493,0.000002115197,0.000009674651,1.627128e-7,0.000008747392,4.848531e-7,0.00007412531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451965,"threshold_uncertainty_score":0.07621779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109440378903874,"score_gpt":0.2010777577291782,"score_spread":0.1901337198387908,"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."}}