{"id":"W6920337243","doi":"10.60692/5vhpc-t9434","title":"Large-scale genomic analysis of antimicrobial resistance in the zoonotic pathogen Streptococcus suis","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Streptococcus suis; Antibiotic resistance; Genome; Drug resistance; Antimicrobial; Allele; Human pathogen; Disease","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":[0.0003382623,0.0003564685,0.0004899748,0.0012519,0.0003060574,0.0004831305,0.000244563,0.0003931959,0.001419635],"category_scores_gemma":[0.0007212425,0.0001722457,0.0007335417,0.00137093,0.000252332,0.0001385283,0.0005185103,0.0005307465,0.0003778913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235484,"about_ca_system_score_gemma":0.0002974663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800278,"about_ca_topic_score_gemma":0.003142922,"domain_scores_codex":[0.9996735,0.00006901196,0.00001953693,0.0001107203,0.00006927599,0.00005797972],"domain_scores_gemma":[0.9993358,0.0002805429,0.0001474647,0.0000480852,0.0001001402,0.00008789802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005368762,0.000280098,0.09974021,0.0003597188,0.0004176513,0.0005318476,0.000571922,0.001233935,0.8811356,0.0002458094,0.0005032811,0.01444316],"study_design_scores_gemma":[0.00002699096,0.000575225,0.9682645,0.00003086288,0.0002149959,0.0007273367,0.000437176,0.00227944,0.02387282,0.0002308129,0.003314679,0.00002522758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896713,0.0003653556,0.002878177,0.00006994033,0.00001242884,0.00006181378,0.006199193,0.00005074335,0.0006910755],"genre_scores_gemma":[0.9804703,0.0001955423,0.005586763,0.0001522446,0.000018473,0.00008224997,0.01276986,0.00003508174,0.0006894901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001800278,"threshold_uncertainty_score":0.004749119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182935779721304,"score_gpt":0.2379028300476724,"score_spread":0.2160734722504594,"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."}}