{"id":"W2754492686","doi":"10.3168/jds.2017-13363","title":"Short communication: Molecular epidemiology of Streptococcus agalactiae differs between countries","year":2017,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Atlantic Veterinary College; Universidad de Antioquia; Ministerio de Agricultura y Desarrollo Rural; Innovation PEI; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Streptococcus agalactiae; Multilocus sequence typing; Molecular epidemiology; Biology; Herd; Epidemiology; Biosecurity; Mastitis; Typing; Veterinary medicine; Microbiology; Streptococcus; Genetics; Medicine; Genotype; Animal science; Internal medicine; Gene; Bacteria; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003825236,0.000210831,0.0001695243,0.0009392787,0.0002769558,0.0008071485,0.0001471408,0.0002827327,0.00352136],"category_scores_gemma":[0.001530093,0.00007805727,0.0001018142,0.0008259738,0.000220083,0.0001944234,0.0002805975,0.0002214183,0.0004615168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006938921,"about_ca_system_score_gemma":0.0005503875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797952,"about_ca_topic_score_gemma":0.0186403,"domain_scores_codex":[0.9995705,0.000109293,0.00004722595,0.0001222846,0.00007197191,0.00007866712],"domain_scores_gemma":[0.9987127,0.0002303768,0.0005906908,0.00005963158,0.0002437203,0.0001629676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005238234,0.00003599367,0.9199655,0.0004707754,0.00006545928,0.0004171066,0.0009347763,0.0001304911,0.01705005,0.0002210008,0.003442797,0.05674223],"study_design_scores_gemma":[0.00000497549,0.00005116087,0.9900286,0.00008847237,0.00002554707,0.0005977184,0.0008174693,0.00007099706,0.001184665,0.00004153998,0.007081341,0.000007667301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789665,0.007073841,0.0006666468,0.001249082,0.0001521006,0.00003664083,0.003908614,0.00003537654,0.007911216],"genre_scores_gemma":[0.9940078,0.002228263,0.0009508521,0.0001624622,0.00005478412,0.00001258283,0.001425154,0.00001053413,0.00114745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797952,"threshold_uncertainty_score":0.03574967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05214904021796676,"score_gpt":0.3740547604293084,"score_spread":0.3219057202113416,"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."}}