{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414864,0.00009805502,0.00009921227,0.00006352115,0.000132608,0.00002115867,0.00006699447,0.00006345868,0.00007473264],"category_scores_gemma":[0.0001282352,0.00009933567,0.00007630134,0.0001129996,0.00006479277,0.000009286277,0.00004257531,0.0000432458,0.000004979892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001559754,"about_ca_system_score_gemma":0.00006285186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865833,"about_ca_topic_score_gemma":0.0001541994,"domain_scores_codex":[0.9991438,0.00007665292,0.0001886176,0.000227506,0.000192944,0.0001705202],"domain_scores_gemma":[0.9994984,0.00001367659,0.00007994805,0.000182599,0.0001653838,0.00005996511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000751537,0.0001717799,0.02492821,0.00002241514,0.00002053584,8.159945e-7,0.000008773496,0.001800288,0.9504945,0.00005156855,0.00004864104,0.02237734],"study_design_scores_gemma":[0.001853735,0.001432287,0.388261,0.00002793272,0.00007457194,0.00002502282,0.0000362264,0.005029216,0.5966927,0.001415104,0.004682553,0.0004695864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996852,0.000458618,0.001302185,0.0000090045,0.0001851677,0.0001125306,0.00003853185,0.00002620357,0.001015801],"genre_scores_gemma":[0.9990191,0.00002154919,0.00006348736,0.00001398785,0.0005485536,0.00001953057,0.0001873469,0.00001674548,0.0001097035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3633328,"threshold_uncertainty_score":0.4050791,"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."}}