{"id":"W4324290527","doi":"10.21423/bovine-vol55no2p125-133","title":"Systematic review of vaccine efficacy against Mannheimia haemolytica, Pasteurella multocida, and Histophilus somni in North American cattle","year":2021,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bovine respiratory disease; Pasteurella multocida; Vaccination; Medicine; Beef cattle; Veterinary medicine; Microbiology; Biology; Immunology; Bacteria; Animal science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003590483,0.0001273352,0.0004699155,0.00008023846,0.000121632,0.00001440263,0.0001051723,0.00004052377,0.0003266482],"category_scores_gemma":[0.0007233242,0.00008900346,0.00008405565,0.0004278676,0.000155477,0.00006757987,0.0001076119,0.0002717607,0.0001875539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004859262,"about_ca_system_score_gemma":0.000105727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002709319,"about_ca_topic_score_gemma":0.0004670776,"domain_scores_codex":[0.9985571,0.0005525483,0.0004285664,0.0002107283,0.00004925523,0.0002018216],"domain_scores_gemma":[0.998746,0.0004015771,0.0002299404,0.0004219579,0.0001701903,0.00003027364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002231157,0.009211334,0.01301092,0.4469643,0.004009226,0.0005277945,0.002260379,0.000245022,0.3879013,0.00638592,0.1193524,0.007900212],"study_design_scores_gemma":[0.03850844,0.00440834,0.4088841,0.2952046,0.01040365,0.009115976,0.006393221,0.0003222287,0.09361869,0.0004782485,0.1265477,0.006114727],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868524,0.1201964,0.00006590391,0.007492994,0.0001778079,0.001456586,0.000100952,0.00004196489,0.001943318],"genre_scores_gemma":[0.9799128,0.01656359,0.00002996248,0.001082521,0.00002489996,0.00006809128,0.0002162826,0.00001744006,0.002084414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958732,"threshold_uncertainty_score":0.3629456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083424411941818,"score_gpt":0.2697701120426432,"score_spread":0.258935867923225,"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."}}