{"id":"W4400357672","doi":"10.2196/54611","title":"Human Brucellosis in Iraq: Spatiotemporal Data Analysis From 2007-2018","year":2024,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brucellosis; Enzootic; Geography; Cartography; Medicine; Veterinary medicine; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001130966,0.0003029266,0.000377363,0.002577511,0.000324327,0.0007551857,0.0004272523,0.0002269332,0.001329611],"category_scores_gemma":[0.002858773,0.0001765758,0.0005869785,0.004820616,0.0001970602,0.0004387897,0.0006489389,0.0003577501,0.0004138799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127523,"about_ca_system_score_gemma":0.001157681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07041268,"about_ca_topic_score_gemma":0.04224855,"domain_scores_codex":[0.9992518,0.0001420645,0.0001507006,0.0001550443,0.0001526313,0.0001477997],"domain_scores_gemma":[0.9983789,0.0001780101,0.0006884268,0.00008536719,0.0005882853,0.00008104045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003326,0.00003548086,0.9861842,0.0001813749,0.000135449,0.0001620663,0.0004710711,0.000899482,0.000285682,0.00009598213,0.003261432,0.00818745],"study_design_scores_gemma":[0.000005373002,0.00003927377,0.993593,0.00007131822,0.00005229215,0.0001825187,0.001188258,0.001406017,0.0001539573,0.00003314546,0.003265765,0.000009047969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178457,0.001087481,0.0009833451,0.0004627445,0.00002732726,0.0001232369,0.07723282,0.0000744451,0.002162913],"genre_scores_gemma":[0.9558855,0.0008064156,0.001558921,0.0000751132,0.0000264913,0.0001901761,0.04102746,0.00001327689,0.0004167604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07041268,"threshold_uncertainty_score":0.1400057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2017732753777307,"score_gpt":0.4296470644307895,"score_spread":0.2278737890530588,"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."}}