{"id":"W2326380724","doi":"10.1177/104063870802000216","title":"Development and field validation of a <i>Mycoplasma iowae</i> real-time polymerase chain reaction assay","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Polymerase chain reaction; Real-time polymerase chain reaction; 16S ribosomal RNA; Biology; Mycoplasma; Isolation (microbiology); Detection limit; Microbiology; Virology; Molecular biology; Bacteria; Chromatography; Gene; Chemistry; Genetics","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":[0.0005177552,0.0001056065,0.0002082543,0.0002295607,0.0001746732,0.000008902323,0.00006138701,0.0001272199,0.0001090904],"category_scores_gemma":[0.0008883902,0.0000974929,0.00005441253,0.0001360796,0.0001340839,0.0002186244,0.00003536022,0.0001705177,0.00003324103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005368084,"about_ca_system_score_gemma":0.0002350962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008412197,"about_ca_topic_score_gemma":0.000001131845,"domain_scores_codex":[0.9989176,0.0002587215,0.0004964222,0.0001121111,0.00007338003,0.0001417683],"domain_scores_gemma":[0.9984703,0.0008232416,0.0003738993,0.00009403672,0.0001800526,0.00005846877],"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":[0.000128349,0.0001200349,0.005904466,0.0000419022,0.00006610285,0.00004199519,0.0006288783,0.000009432674,0.9888654,0.00005208627,0.001716883,0.002424407],"study_design_scores_gemma":[0.001110864,0.001029868,0.01290405,0.0002453856,0.0000506412,0.004183647,0.00008963011,0.00001137786,0.9770259,0.00008545339,0.003123693,0.0001394902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998771,0.0003603824,0.0001286573,0.0002219856,0.0002241545,0.0001270705,0.000006779053,0.00001161282,0.0001483295],"genre_scores_gemma":[0.9981817,0.0005989066,0.0009106088,0.00005270178,0.00004757298,0.000006772402,0.00004382654,0.000008644291,0.0001492533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183956,"threshold_uncertainty_score":0.3975645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001776557696216,"score_gpt":0.268733636519368,"score_spread":0.2387158709424059,"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."}}