{"id":"W4313729865","doi":"10.1079/searchrxiv.2023.00097","title":"Vaccine efficacy against <i>Mannheimia haemolytica</i> , <i>Pasteurella multocida</i> , and <i>Histophilus somni</i> in North American cattle (CAB Abstracts 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; Bovine respiratory disease; Pasteurellaceae; Pasteurella; Microbiology; Medicine; Biology; Virology; Bacteria; Haemophilus influenzae","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":[0.003843179,0.0006445951,0.004462167,0.004338291,0.000327717,0.001440675,0.0006624,0.001140396,0.004097144],"category_scores_gemma":[0.01306184,0.0004404603,0.004811168,0.003798176,0.0004166029,0.0008035183,0.0005996133,0.000642926,0.0002833207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002642955,"about_ca_system_score_gemma":0.006076719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02678797,"about_ca_topic_score_gemma":0.0700441,"domain_scores_codex":[0.9976858,0.0008335813,0.0008428653,0.0001679753,0.0003541514,0.0001156252],"domain_scores_gemma":[0.9915531,0.005402509,0.001846977,0.00008245356,0.0009367556,0.0001781204],"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":[0.001219972,0.00002956811,0.00185884,0.9429475,0.01250444,0.0000472919,0.0002152473,0.00007710319,0.0005720208,0.0001113685,0.002683415,0.03773314],"study_design_scores_gemma":[0.00124977,0.001833179,0.02559423,0.7937467,0.1507085,0.0003031175,0.0005767331,0.0001174537,0.0004741031,0.0002172711,0.02513616,0.00004289879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004147253,0.9932381,0.00004949572,0.0002773898,0.00008043608,0.0002227844,0.001456127,0.000007522373,0.0005209178],"genre_scores_gemma":[0.05889535,0.9378831,0.0005655534,0.0008539989,0.00009208845,0.0004755532,0.0009043826,0.000006886632,0.0003231725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02678797,"threshold_uncertainty_score":0.05326408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284740713207119,"score_gpt":0.2597133216582415,"score_spread":0.2468659145261703,"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."}}