{"id":"W4405184912","doi":"10.3390/vetsci11120631","title":"Frequency of Bovine Respiratory Disease Complex Bacterial and Viral Agents Using Multiplex Real-Time qPCR in Quebec, Canada, from 2019 to 2023","year":2024,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Multiplex; Bovine respiratory disease; Virology; Biology; Real-time polymerase chain reaction; Microbiology; Bioinformatics; Genetics; Gene","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":[0.0008142235,0.0004639962,0.0003559074,0.0017485,0.001223923,0.001279351,0.0009443824,0.0005454937,0.001925184],"category_scores_gemma":[0.001498676,0.000267112,0.0003590908,0.002260945,0.0006212486,0.0003712031,0.0003891643,0.0006095004,0.0002675091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02483493,"about_ca_system_score_gemma":0.01615416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887318,"about_ca_topic_score_gemma":0.9911827,"domain_scores_codex":[0.9990213,0.00005528126,0.00004886703,0.0002149434,0.0004260009,0.0002336929],"domain_scores_gemma":[0.9970279,0.0001438354,0.0004940809,0.00005004189,0.001925628,0.0003586195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101692,0.00002900992,0.974645,0.0001574596,0.00009458724,0.0003003853,0.0006435788,0.0005020428,0.004513063,0.0001290703,0.004546826,0.01422876],"study_design_scores_gemma":[0.000005050917,0.00003391107,0.9929991,0.00007029775,0.00002550684,0.0001457812,0.0005371988,0.000893445,0.0005090318,0.00001321199,0.004747805,0.00001972671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522733,0.006546781,0.0009915053,0.0008829765,0.0000837517,0.0001063848,0.03204961,0.0001313341,0.006934363],"genre_scores_gemma":[0.9860057,0.001465375,0.0007905776,0.0004520448,0.00001899228,0.00004405469,0.006963618,0.00002115768,0.00423847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02483493,"threshold_uncertainty_score":0.1801909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06304616146735237,"score_gpt":0.3264879684486497,"score_spread":0.2634418069812974,"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."}}