{"id":"W4396658427","doi":"","title":"Molecular profile and epidemiological traits of <i>Streptococcus suis</i> isolated from diseased pigs in western Canada reveal multiple-serotype infection: Implications for disease control.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Epidemiology; Molecular epidemiology; Evolutionary biology; Environmental health; Computational biology; Biology; Medicine; Genetics; Internal medicine; Gene; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001532552,0.0002861193,0.0001530959,0.0006201084,0.0008461947,0.0005393357,0.0001954722,0.0002088636,0.001029297],"category_scores_gemma":[0.0003427761,0.0001293756,0.0001388708,0.0007898208,0.0004170646,0.00009306638,0.0001844417,0.0002996098,0.000183493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088737,"about_ca_system_score_gemma":0.004156674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.825718,"about_ca_topic_score_gemma":0.9157776,"domain_scores_codex":[0.999751,0.00001045061,0.00001294773,0.00005066664,0.00006533756,0.0001095363],"domain_scores_gemma":[0.999662,0.00001816312,0.00007829721,0.000009200392,0.000135479,0.0000968536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002521069,0.0000503468,0.9465314,0.00004281586,0.00002873817,0.0003354041,0.0006592781,0.00009248077,0.04536169,0.00004976295,0.0005636951,0.006032209],"study_design_scores_gemma":[0.000002303643,0.00005202364,0.9965367,0.00000874087,0.00001372311,0.000215932,0.0008584454,0.00008869594,0.00160912,0.000005490996,0.0006059846,0.000002889625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979712,0.0001378329,0.0001609513,0.00006347834,0.000004349868,0.00001628174,0.0009069167,0.000006441275,0.0007324742],"genre_scores_gemma":[0.9970835,0.000165648,0.000420796,0.00009021842,0.000002851562,0.000005576371,0.001214084,0.000004109477,0.001013305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174282,"threshold_uncertainty_score":0.3506168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248556594967022,"score_gpt":0.2748421685273275,"score_spread":0.2499865090306252,"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."}}