{"id":"W4313729851","doi":"10.1079/searchrxiv.2023.00099","title":"Vaccine efficacy against <i>Mannheimia haemolytica</i> , <i>Pasteurella multocida</i> , and <i>Histophilus somni</i> in North American cattle (MEDLINE via OVID).","year":2023,"lang":"en","type":"article","venue":"","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pasteurella multocida; Vaccination; Pasteurella; Pasteurellaceae; Bovine respiratory disease; Medicine; Microbiology; Virology; Biology; Immunology; Bacteria; Haemophilus influenzae; Antibiotics","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":[0.003383859,0.0006222172,0.004586822,0.004639328,0.0003256652,0.001435395,0.0006438221,0.001126578,0.004259005],"category_scores_gemma":[0.01167202,0.000422428,0.004308548,0.004301126,0.0004246625,0.0008359836,0.000582448,0.0006130061,0.0002927643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498688,"about_ca_system_score_gemma":0.006292027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231086,"about_ca_topic_score_gemma":0.06230133,"domain_scores_codex":[0.9979818,0.0006779427,0.000786067,0.0001415469,0.0003156136,0.00009702093],"domain_scores_gemma":[0.9916413,0.005365462,0.001824358,0.00007349374,0.0009188633,0.0001764776],"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":[0.001002871,0.00002453207,0.001450351,0.9502388,0.009240574,0.00005123044,0.0001945112,0.00006823384,0.0005852991,0.0001070599,0.002556067,0.0344806],"study_design_scores_gemma":[0.001035876,0.001524613,0.02204905,0.8305618,0.1179698,0.0003000438,0.0005335526,0.0001057736,0.0004623422,0.0002103842,0.02520814,0.00003853137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003627353,0.9937323,0.0000461727,0.0002971805,0.00008604358,0.0002135501,0.001468746,0.000007634581,0.0005210525],"genre_scores_gemma":[0.04518278,0.9518791,0.0005406026,0.0007846736,0.0000853612,0.0004231202,0.0007917481,0.000005967529,0.0003065862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0231086,"threshold_uncertainty_score":0.04594821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229564818752735,"score_gpt":0.2613303296196137,"score_spread":0.2490346814320863,"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."}}