{"id":"W2980818281","doi":"10.1101/812636","title":"<i>Streptococcus equi</i> subsp. <i>zooepidemicus</i> associated with sudden death of swine in North America","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Foods; University of Saskatchewan","funders":"","keywords":"Streptococcus equi; Outbreak; Isolation (microbiology); Microbiology; Biology; Streptococcus; Pathogen; Sudden death; Bacteria; Virology; Medicine; 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":[0.0001719174,0.0002580086,0.000181532,0.0004976684,0.0004896501,0.0003200574,0.0001104258,0.0002712371,0.00101901],"category_scores_gemma":[0.0002243819,0.0001109238,0.0002339495,0.0004680928,0.0003161248,0.0001077298,0.0002996432,0.0003313326,0.000166211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362885,"about_ca_system_score_gemma":0.0003513183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120744,"about_ca_topic_score_gemma":0.008048383,"domain_scores_codex":[0.9998662,0.00001768444,0.00001053996,0.00004393886,0.00002388375,0.00003780506],"domain_scores_gemma":[0.9997675,0.00003488574,0.00008004814,0.00001689168,0.00005211784,0.00004853462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000624093,0.0001370812,0.7683724,0.0001845671,0.000154058,0.005706111,0.001306053,0.0002200939,0.210191,0.0001583568,0.003318265,0.009627869],"study_design_scores_gemma":[0.000006411861,0.00009651462,0.9909161,0.00001523967,0.00002976501,0.002007525,0.0006630669,0.0001119986,0.004514075,0.00003437995,0.001600354,0.000004555731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968373,0.0002733886,0.0002788663,0.0001836183,0.00003089957,0.0000216788,0.001242233,0.00001243464,0.001119661],"genre_scores_gemma":[0.9948501,0.0003069577,0.0005803661,0.0001853608,0.0000412023,0.00001223452,0.003330892,0.000007105854,0.0006858925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008120744,"threshold_uncertainty_score":0.01614696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849430807423131,"score_gpt":0.2425741772448478,"score_spread":0.2240798691706165,"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."}}