{"id":"W4376873122","doi":"10.1186/s12866-023-02888-9","title":"Evaluation of pathotype marker genes in Streptococcus suis isolated from human and clinically healthy swine in Thailand","year":2023,"lang":"en","type":"article","venue":"BMC Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Kasetsart University Research and Development Institute; Mahasarakham University; Kasetsart University","keywords":"Streptococcus suis; Biology; Parasitology; Gene; Medical microbiology; Microbiology; Streptococcus; Genetics; Virology; Veterinary medicine; Bacteria; Zoology; Virulence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003485925,0.0003289137,0.000177171,0.0006981625,0.0002105331,0.0004438901,0.0001141365,0.0002850784,0.0005669711],"category_scores_gemma":[0.0008503002,0.0001317228,0.0001920289,0.0005318766,0.0003223615,0.0001444669,0.0002315583,0.0001897954,0.0001374246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385303,"about_ca_system_score_gemma":0.0002523236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407216,"about_ca_topic_score_gemma":0.001297601,"domain_scores_codex":[0.9997124,0.00007597797,0.00003822592,0.0000736665,0.00006020857,0.00003947147],"domain_scores_gemma":[0.9992017,0.0002425668,0.0002632048,0.00003303619,0.000131435,0.0001280189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008317046,0.0001295835,0.8625763,0.0001841547,0.00005630486,0.001575918,0.0008584994,0.0002895597,0.1246771,0.00003456999,0.0000817336,0.008704631],"study_design_scores_gemma":[0.00003091546,0.002495292,0.9336026,0.00004730094,0.000128823,0.009091204,0.002450704,0.001580223,0.04944401,0.0000693723,0.001040345,0.00001910365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994234,0.00009267921,0.0002093712,0.000009402058,0.000001976783,0.000007730242,0.000120918,0.00000269011,0.0001319463],"genre_scores_gemma":[0.9987791,0.0001029012,0.0005972094,0.00001691245,0.000004220544,0.00001108661,0.0003757406,0.000002109211,0.0001107859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001407216,"threshold_uncertainty_score":0.002798021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0751895495245355,"score_gpt":0.3833774209257423,"score_spread":0.3081878714012068,"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."}}