{"id":"W4400872893","doi":"10.3390/pathogens13070599","title":"Temporal and Serotypic Dynamics of Actinobacillus pleuropneumoniae in South African Porcine Populations: A Retrospective Study from 1985 to 2023","year":2024,"lang":"en","type":"article","venue":"Pathogens","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Serotype; Actinobacillus pleuropneumoniae; Actinobacillus; Veterinary medicine; Biology; Microbiology; Bacteria; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002061031,0.0001327074,0.0002536431,0.0003383076,0.0000846359,0.00002559996,0.00007877433,0.00008315928,0.0002761795],"category_scores_gemma":[0.000105505,0.0001214247,0.00005324437,0.0006098067,0.00006113041,0.00004841369,0.0001277372,0.0002304467,0.0001093804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125519,"about_ca_system_score_gemma":0.00006193609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769301,"about_ca_topic_score_gemma":0.004843709,"domain_scores_codex":[0.998909,0.0001775182,0.0002633912,0.000377545,0.00004198346,0.0002305632],"domain_scores_gemma":[0.9995877,0.00004614258,0.00003839802,0.000223845,0.00006093952,0.00004296946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001512829,0.0003588379,0.8274693,0.00002625677,0.0001333688,0.00007267848,0.003957002,0.00002558709,0.1656299,0.0006896982,0.0001144656,0.001371629],"study_design_scores_gemma":[0.0007362294,0.0004964141,0.9919465,0.00007090699,0.00007697278,0.00001630679,0.004863992,0.0001960887,0.0005335581,0.0005394954,0.0003094944,0.0002140264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960434,0.0009247809,0.00009846799,0.0001418132,0.0002715316,0.0005361041,0.001714491,0.00004470236,0.0002246605],"genre_scores_gemma":[0.9991004,0.00001314501,0.00005116201,0.0000105177,0.00002170149,0.00003682397,0.000192136,0.0000168375,0.0005572425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650963,"threshold_uncertainty_score":0.4951556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751924024116311,"score_gpt":0.2922378424306336,"score_spread":0.2647186021894705,"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."}}