{"id":"W4383371238","doi":"10.21203/rs.3.rs-2987762/v1","title":"A Single Intranasal Dose of Essential Oil Spray Confers Modulation of the Nasopharyngeal Microbiota and Short-term Inhibition of Mannheimia in Feedlot Cattle: A Pilot Study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Beef Cattle Research Council; North Dakota State University","keywords":"Bovine respiratory disease; Feedlot; Nasal administration; Biology; Beef cattle; Immune system; Animal science; Microbiology; Veterinary medicine; Immunology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002503361,0.0002759031,0.0003154541,0.0001806066,0.0001555031,0.0002440771,0.000165017,0.0002152624,0.0006495221],"category_scores_gemma":[0.0001700374,0.00009915254,0.0002401927,0.00008501672,0.0002063316,0.0001996735,0.0001619307,0.0004092414,0.00009491009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754705,"about_ca_system_score_gemma":0.0002133209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754867,"about_ca_topic_score_gemma":0.004248868,"domain_scores_codex":[0.9998512,0.00002669285,0.000009695154,0.00003156476,0.00003085748,0.00004993944],"domain_scores_gemma":[0.9998448,0.00002620187,0.00003531111,0.000009462957,0.00002547869,0.0000587311],"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":[0.001140251,0.0003700563,0.0007673744,0.00003783074,0.000007590467,0.00002057993,0.00003132766,0.00002448766,0.9959729,0.000005218877,0.00001317551,0.001609159],"study_design_scores_gemma":[0.0001619511,0.05778419,0.063232,0.00002319881,0.0001126198,0.0002080686,0.0004193235,0.0007622766,0.8757188,0.00002531631,0.001537597,0.00001474529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994816,0.0001750495,0.0001750171,0.00001218704,0.000005971897,0.00001599271,0.00005470364,0.000003934097,0.00007554986],"genre_scores_gemma":[0.997734,0.00035811,0.0007035875,0.00003063152,0.000007742756,0.00003090334,0.0001825746,0.000003046869,0.0009493356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001754867,"threshold_uncertainty_score":0.003489316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08360524998080761,"score_gpt":0.3652456533864282,"score_spread":0.2816404034056206,"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."}}