{"id":"W4414776112","doi":"10.1177/10406387251377526","title":"Insights from 17 years of culture and PCR detection of animal mollicutes in a Canadian provincial laboratory","year":2025,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mollicutes; Mycoplasma; Polymerase chain reaction; Animal health; Gold standard (test); DNA sequencing; Ureaplasma; Animal species; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01556638,0.001383656,0.0007811584,0.004717341,0.003747848,0.006551088,0.002757428,0.001875474,0.004553736],"category_scores_gemma":[0.01381051,0.0006915573,0.0006699912,0.002860706,0.008002385,0.003445927,0.00327513,0.004338264,0.001328498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0418339,"about_ca_system_score_gemma":0.05152351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7242864,"about_ca_topic_score_gemma":0.8519806,"domain_scores_codex":[0.9888598,0.001382035,0.0004405077,0.001384471,0.005592863,0.002340322],"domain_scores_gemma":[0.9719046,0.003640421,0.002011985,0.0009620905,0.01700058,0.004480246],"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":[0.0006812905,0.0004652435,0.2155516,0.002415097,0.0002923643,0.003621326,0.025635,0.001661928,0.03783414,0.02807254,0.0879759,0.5957936],"study_design_scores_gemma":[0.00002399278,0.000326137,0.2149931,0.002576561,0.0002055809,0.002088934,0.01501854,0.001063074,0.008847697,0.007178119,0.747451,0.0002272846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2926715,0.3528879,0.02731374,0.1956298,0.004601805,0.0002862112,0.004851766,0.0006550759,0.1211021],"genre_scores_gemma":[0.6883251,0.1866598,0.03509531,0.04971037,0.003065406,0.0001550743,0.003890825,0.0004797592,0.03261837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2757136,"threshold_uncertainty_score":0.5546747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164095998485645,"score_gpt":0.2581244036992513,"score_spread":0.2464834437143949,"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."}}