{"id":"W2769279247","doi":"10.1007/s10096-017-3146-x","title":"Population structure and virulence gene profiles of Streptococcus agalactiae collected from different hosts worldwide","year":2017,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Streptococcus agalactiae; Biology; Virulence; Population; Medical microbiology; Transmission (telecommunications); Microbiology; Gene; Host (biology); Genetics; Streptococcus; 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":[0.0002048744,0.0001846783,0.000717708,0.0001079241,0.0001950748,0.0000399044,0.0001598946,0.0000724297,0.0001529102],"category_scores_gemma":[0.001164938,0.000127812,0.0002727021,0.00003910324,0.000373205,0.0001233162,0.0001265514,0.0003862151,0.000005833087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002296646,"about_ca_system_score_gemma":0.00006107621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007978504,"about_ca_topic_score_gemma":0.00005950081,"domain_scores_codex":[0.9980394,0.0004825265,0.001027003,0.0002302145,0.00006745622,0.0001534244],"domain_scores_gemma":[0.9973723,0.0003214121,0.001518497,0.0003029264,0.0002489647,0.0002359458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005488764,0.0003194106,0.9007844,0.00003377831,0.0002911937,0.0001120315,0.00001501903,0.000002867087,0.09030527,0.000007335789,0.0002210065,0.00735886],"study_design_scores_gemma":[0.002609972,0.001115312,0.9873095,0.0002691178,0.0004237004,0.0002823317,0.00000487925,0.000002566939,0.007185072,0.0002441221,0.0004419629,0.0001115004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976274,0.0004983099,0.00005716121,0.0001520837,0.0008913898,0.0002159766,0.0003906859,0.00002337162,0.0001436474],"genre_scores_gemma":[0.9986832,0.0003548236,0.000102949,0.0001489851,0.0005544657,0.000001071997,0.00006370796,0.00002113319,0.00006971328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08652511,"threshold_uncertainty_score":0.5212023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930886044693994,"score_gpt":0.3159809847621594,"score_spread":0.2966721243152194,"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."}}