{"id":"W4200133593","doi":"10.22319/rmcp.v12i3.5668","title":"Predicción molecular de serotipos de Streptococcus suis aislados de granjas porcinas en México","year":2021,"lang":"en","type":"article","venue":"Revista Mexicana de Ciencias Pecuarias","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Consejo Nacional de Ciencia y Tecnología","keywords":"Streptococcus suis; Serotype; Multiplex polymerase chain reaction; Biology; Typing; Microbiology; Virology; Outbreak; Polymerase chain reaction; Gene; Virulence; Genetics","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":[0.0005721115,0.0005058174,0.000399889,0.001142027,0.0002933435,0.0008454927,0.0002083516,0.0004563676,0.0005942267],"category_scores_gemma":[0.0009015636,0.0002254226,0.0002965842,0.0007723178,0.00026715,0.0002065566,0.0002628829,0.0002910469,0.0001108788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943718,"about_ca_system_score_gemma":0.0004072752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727397,"about_ca_topic_score_gemma":0.02337818,"domain_scores_codex":[0.9997751,0.00003112831,0.00001876874,0.00007481037,0.00005139357,0.00004882906],"domain_scores_gemma":[0.9995928,0.00005723058,0.0002267156,0.00001547998,0.00008449915,0.00002324733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000955416,0.0002569249,0.9375808,0.0001762972,0.0001218807,0.000293703,0.0005241343,0.0003614875,0.03868854,0.00009211822,0.0004689607,0.02047975],"study_design_scores_gemma":[0.00002853394,0.0003559412,0.9889271,0.00006415242,0.0001492936,0.000293098,0.0006701796,0.0008303702,0.004614342,0.00003001763,0.004027531,0.000009351776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978859,0.0004553449,0.0003533021,0.00005536407,0.00001361143,0.0000222666,0.0007336265,0.00001217602,0.0004684388],"genre_scores_gemma":[0.9935348,0.001130798,0.002239191,0.00006073222,0.00001995977,0.00004022719,0.00223252,0.000006328997,0.0007353356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727397,"threshold_uncertainty_score":0.05423039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130612243117886,"score_gpt":0.2928134626261834,"score_spread":0.2797522383143948,"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."}}