{"id":"W4402322995","doi":"10.5376/mp.2024.15.0007","title":"Global Trends in Veterinary Vaccine Development for Emerging Pathogens","year":2024,"lang":"en","type":"article","venue":"Molecular Pathogens","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Veterinary medicine; Virology; Biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004808529,0.0004077618,0.0005343732,0.001722238,0.0002788356,0.00259778,0.0007047061,0.001866088,0.01437491],"category_scores_gemma":[0.007723181,0.0001891681,0.0005544855,0.002303828,0.0009773322,0.003203416,0.0008805551,0.00295433,0.002170832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210807,"about_ca_system_score_gemma":0.004336171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020249,"about_ca_topic_score_gemma":0.006419404,"domain_scores_codex":[0.9983564,0.0003830638,0.0002013635,0.0003114612,0.0003944025,0.0003532766],"domain_scores_gemma":[0.987201,0.0036097,0.002612756,0.0002275685,0.004382775,0.001966183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007982458,0.0003065736,0.06524947,0.004419344,0.0001832599,0.0002882842,0.0004118487,0.002419282,0.008008168,0.02506644,0.1330435,0.7598056],"study_design_scores_gemma":[0.0001210679,0.001234656,0.1516875,0.003922403,0.0002478297,0.002373702,0.002754099,0.002704198,0.004181054,0.00840017,0.822304,0.00006934536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07553097,0.549533,0.007637754,0.3089306,0.006652292,0.0000672762,0.004017839,0.0005126904,0.04711752],"genre_scores_gemma":[0.4292419,0.467459,0.01182653,0.06241843,0.008472175,0.0001110673,0.005750669,0.0001559524,0.01456437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01437491,"threshold_uncertainty_score":0.04808885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429217067211103,"score_gpt":0.3346688241952738,"score_spread":0.3103766535231627,"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."}}