{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005269636,0.0006817281,0.0004681582,0.002112854,0.0003197253,0.0008361122,0.0007003096,0.0008758732,0.0008318984],"category_scores_gemma":[0.01122414,0.000736089,0.0004255648,0.0006139442,0.0009731158,0.0003967168,0.0005141816,0.000481686,0.0005035014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620178,"about_ca_system_score_gemma":0.001096289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03113505,"about_ca_topic_score_gemma":0.04794773,"domain_scores_codex":[0.9935151,0.001687681,0.0004555778,0.001079434,0.002703624,0.0005585128],"domain_scores_gemma":[0.9921542,0.004178742,0.0009249991,0.0005134668,0.001999712,0.0002289794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007002348,0.0001163937,0.8443377,0.0002425086,0.0002004687,0.00007493768,0.0004191176,0.002495888,0.1212844,0.0002645034,0.0002423595,0.02962151],"study_design_scores_gemma":[0.00003356866,0.0007044667,0.8664399,0.0001262391,0.0002782267,0.0008696796,0.0004863718,0.04310895,0.08534563,0.0002869967,0.002254882,0.00006504415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624248,0.002725594,0.02904416,0.00004892237,0.00003271357,0.000157521,0.0008089864,0.0001130428,0.004644298],"genre_scores_gemma":[0.9762465,0.0005969515,0.02115061,0.0000518853,0.00000985593,0.00008606146,0.0009172403,0.00001493432,0.0009259289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03113505,"threshold_uncertainty_score":0.06190765,"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."}}