{"id":"W4405997284","doi":"10.1080/20008686.2024.2441566","title":"Identifying the factors affecting quality of life among brucellosis patients in Herat, Afghanistan: a case-control study","year":2025,"lang":"en","type":"article","venue":"Infection Ecology & Epidemiology","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Brucellosis; Quality (philosophy); Control (management); Environmental health; Geography; Veterinary medicine; Medicine; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0122339,0.0006036924,0.002463489,0.000645998,0.0005682151,0.00001589846,0.0003506153,0.0008680453,0.000270348],"category_scores_gemma":[0.02862798,0.000482644,0.0005127052,0.0007502752,0.0006213029,0.0002015761,0.0003017966,0.001075932,0.00004114725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008015858,"about_ca_system_score_gemma":0.0001286156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04388873,"about_ca_topic_score_gemma":0.08116143,"domain_scores_codex":[0.9720449,0.02238226,0.003220592,0.001185563,0.0001245618,0.001042107],"domain_scores_gemma":[0.9536908,0.04323741,0.001774288,0.0009171121,0.00023225,0.0001481175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003876244,0.001883169,0.9938079,0.00008665083,0.0009577757,0.000111401,0.0008845606,0.0006439976,0.0000704093,0.0002885672,0.0004502441,0.0004277119],"study_design_scores_gemma":[0.003538241,0.001640523,0.9912013,0.00004027866,0.0002717371,0.00004685377,0.001542386,0.0002264771,0.00003469564,0.001118731,0.00004103325,0.0002977571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924588,0.0003080923,0.0006643726,0.0005974213,0.002584927,0.002829522,0.00005861172,0.000171804,0.000326468],"genre_scores_gemma":[0.9977424,0.00008057729,0.00009341168,0.001209309,0.00007731852,0.0006943243,0.00002228126,0.00004157145,0.00003879702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0372727,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1324354742818001,"score_gpt":0.4197774750944918,"score_spread":0.2873420008126917,"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."}}