{"id":"W4361275215","doi":"10.3389/fsufs.2023.1127445","title":"Diarrhea illness in livestock keeping households in Cambodia: An analysis using a One Health framework","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; International Livestock Research Institute; International Development Research Centre; Wellcome Trust","keywords":"Livestock; Diarrhea; Campylobacter; Environmental health; Veterinary medicine; Salmonella; Feces; Transmission (telecommunications); Norovirus; Biology; Medicine; Microbiology; Outbreak; Virology; Ecology; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003782666,0.0002679981,0.001781695,0.003150979,0.000131945,0.00006066294,0.0002587195,0.0003230935,0.000004111047],"category_scores_gemma":[0.001118802,0.0002932473,0.0001486133,0.005577954,0.0001144781,0.0002974239,0.0001460857,0.0008551083,0.00000281539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503981,"about_ca_system_score_gemma":0.0004812459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02056576,"about_ca_topic_score_gemma":0.00170771,"domain_scores_codex":[0.9942145,0.001472117,0.001085261,0.0007107551,0.0004223663,0.002095013],"domain_scores_gemma":[0.9985714,0.00006997762,0.0001981987,0.0005923235,0.000109207,0.0004588952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003448416,0.0002197768,0.9425642,0.00141497,0.0002069615,0.001124684,0.002971047,0.04976679,0.000008824365,0.0004185113,0.0005834577,0.0003758613],"study_design_scores_gemma":[0.003172865,0.002638055,0.5979054,0.002178869,0.00008436618,0.00004343268,0.1545922,0.2373181,0.000003392238,0.000992054,0.0005752691,0.00049602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692174,0.00339061,0.0244221,0.0007711021,0.0004238576,0.00159844,0.00001924767,0.0001036331,0.00005365243],"genre_scores_gemma":[0.9958989,0.0004402941,0.002600185,0.0001928814,0.0001765652,0.0002763112,0.00008064709,0.00005517091,0.0002790186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446589,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0459880389310366,"score_gpt":0.3362450427468303,"score_spread":0.2902570038157937,"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."}}