{"id":"W2139880587","doi":"10.1186/s12866-015-0401-0","title":"Candidate proteomic biomarkers for three genogroups of the swine pathogen Streptococcus suis serotype 2","year":2015,"lang":"en","type":"article","venue":"BMC Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Recherche Industrielle du Québec; Université de Montréal; Fonds de Recherche du Québec - Santé; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Chiang Mai University","keywords":"Biology; Multilocus sequence typing; Microbiology; Streptococcus suis; Pathogen; Serotype; Gene; Genetics; Genotype; Virulence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001544266,0.000153365,0.0002907007,0.00006411176,0.00006241408,0.000004497791,0.0001065211,0.0001384716,0.00007232218],"category_scores_gemma":[0.00009994557,0.00009255928,0.0001760838,0.0001601549,0.0001468889,0.0000194999,0.00007096603,0.00006872482,0.00002810144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009162454,"about_ca_system_score_gemma":0.0002532607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703647,"about_ca_topic_score_gemma":0.0009287762,"domain_scores_codex":[0.9991491,0.00005337204,0.0002635473,0.0002481716,0.00003357238,0.0002522169],"domain_scores_gemma":[0.9991644,0.00004708758,0.0001398234,0.000405063,0.0001577685,0.00008584133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003129076,0.0001240291,0.6623994,0.00004089917,0.0001956511,0.000001423795,0.00003729617,0.000004142918,0.3349021,0.0000408094,0.001389244,0.0005520306],"study_design_scores_gemma":[0.01576838,0.003140598,0.7037708,0.0001602115,0.0007554158,0.0003437534,0.0001465842,0.0001657345,0.2508098,0.0008513483,0.02367046,0.0004170105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948145,0.0001892364,0.0006096814,0.0001495745,0.0003151633,0.003264923,0.0003686299,0.00003188334,0.0002564142],"genre_scores_gemma":[0.9971862,0.000003189454,0.001631312,0.00006190297,0.00009743399,0.0004411829,0.0002155631,0.00002195831,0.0003412767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08409236,"threshold_uncertainty_score":0.3774458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445627792007227,"score_gpt":0.2906306003905297,"score_spread":0.2461743224704574,"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."}}