{"id":"W2140959008","doi":"10.3201/eid1212.060331","title":"Evaluating Detection of an Inhalational Anthrax Outbreak","year":2006,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University; U.S. Department of Veterans Affairs","keywords":"Outbreak; Medicine; Public health surveillance; Public health; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003595174,0.0004083318,0.0004535183,0.0005368413,0.0001952613,0.000578561,0.0003562572,0.0006691151,0.0005361274],"category_scores_gemma":[0.02536616,0.0002240433,0.0003243155,0.000231298,0.0002661252,0.0006469646,0.000425043,0.0003419624,0.0001109895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240112,"about_ca_system_score_gemma":0.0008047367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658529,"about_ca_topic_score_gemma":0.002747503,"domain_scores_codex":[0.9975707,0.001461168,0.0001475936,0.0002779437,0.0003852168,0.0001574182],"domain_scores_gemma":[0.9863244,0.01025525,0.001853235,0.0002636054,0.0008688983,0.0004346066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003006152,0.0008077191,0.8797531,0.0001805911,0.0003630108,0.0006216178,0.0003713263,0.0646939,0.01372817,0.000546917,0.0004618731,0.03546555],"study_design_scores_gemma":[0.0001914062,0.01097386,0.4894935,0.00007523822,0.0003496635,0.001787035,0.0008384825,0.4644494,0.02928822,0.001476815,0.0009763857,0.00009999301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972058,0.00007572216,0.001977557,0.00006953044,0.000004754802,0.00003838012,0.0000745155,0.000027901,0.0005259126],"genre_scores_gemma":[0.9983324,0.00004293774,0.001475631,0.00001526672,0.000002093244,0.000009297155,0.00008009998,9.806608e-7,0.00004130557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003658529,"threshold_uncertainty_score":0.01901335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282497428154361,"score_gpt":0.3140716650405594,"score_spread":0.3012466907590158,"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."}}