{"id":"W4322486813","doi":"10.1155/2023/3784416","title":"Molecular and Serological Identification of Pathogenic Leptospira in Local and Imported Cattle from Lebanon","year":2023,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"VetAgro Sup; Centre National de la Recherche Scientifique; Agence Universitaire de la Francophonie; Conseil National de la Recherche Scientifique; Université Saint-Esprit de Kaslik","keywords":"Leptospira; Leptospirosis; Biology; Herd; Serology; Veterinary medicine; Direct agglutination test; Zoonosis; Livestock; Polymerase chain reaction; 16S ribosomal RNA; Leptospira interrogans; Microbiology; Bacteria; Virology; Animal science; Antibody; Medicine; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413344,0.0001112182,0.0002009815,0.0001202379,0.0001293375,0.00002266804,0.00006576895,0.0001085205,0.00007132079],"category_scores_gemma":[0.00003193835,0.0001012796,0.00003739802,0.0001746176,0.0005722042,0.0001026365,0.00004256711,0.0001314747,0.00001006463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000067075,"about_ca_system_score_gemma":0.00002995285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002374215,"about_ca_topic_score_gemma":0.00003229559,"domain_scores_codex":[0.9990947,0.00008855222,0.0002412852,0.0002930723,0.00004338077,0.0002389589],"domain_scores_gemma":[0.9997107,0.00008029868,0.00004038313,0.0001042627,0.00001601392,0.00004830977],"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":[0.0002934813,0.00009955946,0.246729,0.00009083294,0.00008236022,0.00002490011,0.0008286472,0.00001381234,0.7336954,0.0002477636,0.00007293689,0.01782125],"study_design_scores_gemma":[0.001238091,0.0001374084,0.9761328,0.00003151115,0.00005539578,0.00000519927,0.0004051059,0.0000922468,0.02003803,0.001236943,0.0004871969,0.0001400396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899716,0.009074176,0.0002050942,0.0003058712,0.00004876658,0.0001309749,0.0002095496,0.00004178361,0.00001215775],"genre_scores_gemma":[0.9985213,0.001063394,0.000004431009,0.00003931237,0.00000498589,0.000017267,0.0003090628,0.000008438989,0.00003184459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7294038,"threshold_uncertainty_score":0.4130061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043095367529242,"score_gpt":0.2490665282244667,"score_spread":0.2386355745491743,"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."}}