{"id":"W2140136905","doi":"10.1177/104063870701900115","title":"Application and Field Validation of a PCR Assay for the Detection of <i>Mycoplasma Hyopneumoniae</i> from Swine Lung Tissue Samples","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mycoplasma hyopneumoniae; Biology; Lung; Microbiology; Detection limit; Molecular biology; Pathology; Virology; Medicine; Chromatography; Chemistry; Internal medicine","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":[0.0009206514,0.00008133931,0.0001774109,0.0001334043,0.0001161708,0.00001040425,0.00008311759,0.0001164065,0.00002324966],"category_scores_gemma":[0.00158921,0.00006353333,0.00006064238,0.0001271049,0.0001263076,0.000130903,0.00002804808,0.0001309439,0.000001628416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002915485,"about_ca_system_score_gemma":0.00005070898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003068303,"about_ca_topic_score_gemma":0.00001970056,"domain_scores_codex":[0.9991189,0.0001242078,0.000492845,0.00009731866,0.00005611258,0.0001105916],"domain_scores_gemma":[0.994106,0.004970866,0.0004901807,0.0001165097,0.0002883984,0.00002802959],"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":[0.0002930736,0.00006061604,0.005214486,0.00007156773,0.00007891541,0.000001028136,0.0001941844,0.00006253611,0.9738583,0.0000904217,0.0001722634,0.01990261],"study_design_scores_gemma":[0.0006921613,0.001133141,0.01785232,0.0001124625,0.0001460588,0.0001360128,0.0001183704,0.0001138599,0.9771827,0.0008477549,0.001601506,0.00006359023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476042,0.001536465,0.15002,0.0002331213,0.0002408734,0.0003140934,0.00003970867,0.000004682826,0.000006807737],"genre_scores_gemma":[0.9990392,0.0002641948,0.0005008642,0.00003513442,0.00008615889,0.00001509928,0.00004406431,0.000007231993,0.000008014118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151435,"threshold_uncertainty_score":0.2590814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251007890004097,"score_gpt":0.297106360581128,"score_spread":0.2720055715807184,"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."}}