{"id":"W2098895452","doi":"10.20506/rst.27.3.1842","title":"A proficiency testing method for detecting antibodies against Brucella abortus in quantitative and qualitative serological tests","year":2008,"lang":"en","type":"article","venue":"Revue Scientifique et Technique de l OIE","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Serology; Brucella abortus; Brucella; Antibody; Medicine; Brucellosis; Veterinary medicine; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01077965,0.000426762,0.0007828043,0.0004747893,0.0004445732,0.00005197568,0.0003235967,0.0003798546,0.000004942179],"category_scores_gemma":[0.01522677,0.0004021465,0.0001536256,0.0009234847,0.0005154079,0.0002094386,0.0002252546,0.0005734153,0.000007281911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242836,"about_ca_system_score_gemma":0.0001928054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004090965,"about_ca_topic_score_gemma":0.000333006,"domain_scores_codex":[0.9944001,0.002408979,0.0008817566,0.001245232,0.0001791783,0.0008847088],"domain_scores_gemma":[0.9874034,0.0111174,0.0004979808,0.0004445903,0.0003675903,0.0001690213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004932495,0.001163022,0.1768464,0.003599244,0.0001265997,0.00185973,0.05701801,0.0004019616,0.7376674,0.009365921,0.0008397028,0.01061873],"study_design_scores_gemma":[0.004983493,0.008512359,0.5566829,0.01314655,0.0002429424,0.007639234,0.01247835,0.06204838,0.2419924,0.08695193,0.0008219444,0.004499557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938693,0.000649727,0.09967261,0.001108729,0.0001180712,0.003105979,0.00007270526,0.0003938655,0.001008955],"genre_scores_gemma":[0.5265177,0.0001304674,0.4714172,0.0002544215,0.00002292489,0.001547986,0.00001218995,0.00003662488,0.00006047132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495675,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3072183580305899,"score_gpt":0.4794384123555219,"score_spread":0.172220054324932,"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."}}