{"id":"W2052669851","doi":"10.1086/421024","title":"Prevention of Laboratory-Acquired Brucellosis","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; Montreal Children's Hospital","funders":"","keywords":"Brucellosis; Medicine; Brucella melitensis; Aerosolization; Brucella; Serology; Transmission (telecommunications); Immunology; Intensive care medicine; Antibody","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005185677,0.0002761683,0.0007696739,0.00009668624,0.0001058746,0.00001799531,0.0001958658,0.0002903966,0.0006132136],"category_scores_gemma":[0.002223858,0.0002583007,0.0006214125,0.0002965395,0.0004416413,0.0001482831,0.0001204565,0.0001424162,0.000653431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671505,"about_ca_system_score_gemma":0.0002083833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492265,"about_ca_topic_score_gemma":0.00005189929,"domain_scores_codex":[0.9969823,0.0006902673,0.001213758,0.0005858555,0.0001769962,0.0003508427],"domain_scores_gemma":[0.9969932,0.001314731,0.0005245496,0.0006633516,0.000182896,0.0003212088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316056,0.007131441,0.9810554,0.0001153956,0.0004898663,0.0001001027,0.00003235064,0.0001661877,0.0005556205,0.001107786,0.005087683,0.003926568],"study_design_scores_gemma":[0.004090797,0.00480563,0.9695406,0.0001965652,0.0006257587,0.00001150407,0.00003661842,0.00001456019,0.0009572281,0.01644995,0.002872798,0.0003979754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949812,0.001540671,0.0002586361,0.0003850322,0.0008935311,0.0005118229,0.0001710805,0.0003470548,0.0009109291],"genre_scores_gemma":[0.997769,0.0007406702,0.000183373,0.0006398594,0.0003316734,0.0001707056,0.00006162054,0.00004472693,0.00005837587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534217,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083616619870054,"score_gpt":0.4336426042677903,"score_spread":0.3252809422807849,"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."}}