{"id":"W2072214162","doi":"10.1093/aje/kwn383","title":"Environmental Exposures and Invasive Meningococcal Disease: An Evaluation of Effects on Varying Time Scales","year":2008,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; Hospital for Sick Children; University of Toronto; Australian National University","keywords":"Medicine; Meningococcal disease; Disease; Environmental health; Internal medicine; Neisseria meningitidis; Biology","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":[0.001192423,0.0001175777,0.000533942,0.0001277034,0.0001076063,0.000001185737,0.00008290821,0.00006441297,0.0001377501],"category_scores_gemma":[0.001228554,0.00008929291,0.00008624032,0.00004773602,0.0005428967,0.00009268251,0.00002658751,0.0001638665,0.00001384759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003283456,"about_ca_system_score_gemma":0.00005201881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642074,"about_ca_topic_score_gemma":0.000001775893,"domain_scores_codex":[0.9969496,0.002234433,0.000470429,0.000149588,0.00002490207,0.0001710532],"domain_scores_gemma":[0.9971994,0.001917774,0.0006430367,0.0001251567,0.00005386212,0.00006081861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000827646,0.0001973639,0.2915821,0.000008575483,0.0002543897,0.00000486392,0.0002769988,0.0001750977,0.6544982,0.00007984659,0.0003368909,0.05175799],"study_design_scores_gemma":[0.001506876,0.004639925,0.9728086,0.00006633733,0.0001852274,0.0006449074,0.00009125113,0.00003866461,0.01903249,0.0004864915,0.0003639816,0.0001352294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968165,0.002574656,0.00004556556,0.0002085677,0.0002217306,0.00009808579,0.000007568349,0.000005227979,0.00002216688],"genre_scores_gemma":[0.9990484,0.0004598144,0.0002163165,0.0001376934,0.00009873986,0.000005338547,0.00001563284,0.000007939426,0.00001009968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812265,"threshold_uncertainty_score":0.3641259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083164936599775,"score_gpt":0.2968331313928073,"score_spread":0.2660014820268096,"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."}}