{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005621763,0.001501297,0.009522778,0.009973046,0.0007242209,0.002642569,0.001871679,0.001672616,0.005386016],"category_scores_gemma":[0.01980765,0.0009421167,0.005781636,0.01153983,0.0008065288,0.001984164,0.001365248,0.0009222909,0.000407585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003747058,"about_ca_system_score_gemma":0.01218361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229791,"about_ca_topic_score_gemma":0.0381545,"domain_scores_codex":[0.9958561,0.001391373,0.00162553,0.0002680577,0.0007037359,0.0001551713],"domain_scores_gemma":[0.9860944,0.009258225,0.002700126,0.0001619192,0.001574424,0.0002109429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001289191,0.000009441836,0.0001955499,0.9826993,0.003539397,0.00007727429,0.0001245837,0.00004337168,0.0001650652,0.00007063167,0.0006851521,0.01226142],"study_design_scores_gemma":[0.0002094442,0.0003505029,0.003186657,0.9110801,0.06445964,0.0003426255,0.0003099006,0.00007448289,0.0002083678,0.0001422094,0.01960542,0.00003062727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001637489,0.9965552,0.0001292613,0.000177998,0.0001112175,0.0004570433,0.0005584764,0.00001128231,0.0003621397],"genre_scores_gemma":[0.0105128,0.9873922,0.0005440503,0.0003828173,0.00005172313,0.0006376432,0.0002807431,0.000005553596,0.00019256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01229791,"threshold_uncertainty_score":0.02973109,"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."}}