{"id":"W4200178102","doi":"10.3389/fmicb.2021.812436","title":"Genomic Characterization of Streptococcus suis Serotype 24 Clonal Complex 221/234 From Human Patients","year":2021,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Kasetsart University Research and Development Institute; Thailand Science Research and Innovation; Ministry of Higher Education, Science, Research and Innovation, Thailand; Kasetsart University","keywords":"Biology; Serotype; Virulence; Streptococcus suis; Microbiology; Tetracycline; Genome; Virology; Gene; Antibiotic resistance; Genetics; Antibiotics","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":[0.00003366804,0.0001517049,0.0004300959,0.0001351877,0.0000506272,0.000006096317,0.00006195044,0.0001667167,0.0008164403],"category_scores_gemma":[0.00001896695,0.0001467209,0.00009523146,0.0001739754,0.0001063421,0.00003232486,0.00005942615,0.0001353886,0.00002539128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148054,"about_ca_system_score_gemma":0.00006553264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242225,"about_ca_topic_score_gemma":0.00004599482,"domain_scores_codex":[0.9989524,0.00008621314,0.0003847234,0.0003285435,0.00003636548,0.0002116998],"domain_scores_gemma":[0.9994168,0.00001618718,0.0001428461,0.0002464993,0.0001258529,0.00005175773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004228369,0.0003145809,0.5508133,0.000009496172,0.0001113378,0.00000920525,0.00004072442,5.674228e-7,0.4472157,0.00001058903,0.0008381473,0.0005940779],"study_design_scores_gemma":[0.002588218,0.0002173713,0.9493606,0.00004000135,0.00006617071,0.000005501775,0.00003243061,0.00001423529,0.04318236,0.0001081896,0.004279689,0.0001052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975455,0.00008019034,0.0002758365,0.00005845971,0.0007924386,0.0004482539,0.0005607118,0.00001936037,0.0002191802],"genre_scores_gemma":[0.9864928,0.00002992245,0.002133088,0.0001375755,0.00007414432,0.00003312504,0.01072623,0.00001805616,0.0003550188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040334,"threshold_uncertainty_score":0.8939449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179603805328964,"score_gpt":0.2584112093342272,"score_spread":0.2404508288013308,"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."}}