{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005199931,0.0005301355,0.0003599596,0.001752611,0.0008188905,0.001101141,0.0003405121,0.0005023113,0.0006919918],"category_scores_gemma":[0.0007365454,0.0002999484,0.0002440834,0.0009510625,0.0006103561,0.000250392,0.0002902878,0.0003244946,0.0001869992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009215394,"about_ca_system_score_gemma":0.0003408808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01598252,"about_ca_topic_score_gemma":0.01886323,"domain_scores_codex":[0.9994972,0.0001043341,0.00005499501,0.0001022471,0.0001033338,0.0001378914],"domain_scores_gemma":[0.9995602,0.00006950093,0.0001422768,0.00002169526,0.0001292755,0.00007703462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003262306,0.0003148954,0.915328,0.0001345692,0.00005467153,0.003276773,0.003308669,0.0001599509,0.07062302,0.00009317535,0.000147947,0.006232019],"study_design_scores_gemma":[0.00002248267,0.0004371709,0.9891445,0.00005866654,0.00004383884,0.001653411,0.00518189,0.0002974503,0.002382417,0.00003412814,0.0007329846,0.00001101901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993017,0.0001448294,0.00007346684,0.00001618078,0.00000490711,0.00001470258,0.00009443816,0.00000150982,0.0003483193],"genre_scores_gemma":[0.9989983,0.0001890037,0.0002245126,0.00004195533,0.00001179018,0.00001413788,0.0002743565,0.000001539871,0.0002443132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01598252,"threshold_uncertainty_score":0.03177893,"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."}}