{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00366267,0.000571755,0.0004858655,0.0008083824,0.0002287624,0.000558866,0.00032633,0.0004698009,0.001289803],"category_scores_gemma":[0.005292126,0.0002109553,0.001419471,0.0008573532,0.0002765178,0.0006635993,0.0009320767,0.0003289507,0.00009365584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716139,"about_ca_system_score_gemma":0.0003175475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258488,"about_ca_topic_score_gemma":0.002096665,"domain_scores_codex":[0.9975767,0.001635818,0.0001108293,0.0002600655,0.0002886974,0.0001279395],"domain_scores_gemma":[0.9943373,0.003481188,0.001154775,0.000297151,0.0003738681,0.0003557502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005436046,0.0007512549,0.9376371,0.0003816658,0.00228906,0.0001783114,0.0002576802,0.0007071188,0.002244617,0.0000825536,0.000109145,0.0499255],"study_design_scores_gemma":[0.00002736506,0.005023068,0.9928079,0.00002082857,0.0006324367,0.0001070886,0.0001674073,0.0004105947,0.0003585844,0.00005621348,0.0003789667,0.000009613151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914299,0.006692815,0.0008487481,0.0001080061,0.00002296777,0.00006112706,0.0001907178,0.000007561236,0.0006382264],"genre_scores_gemma":[0.9955124,0.002614093,0.001148918,0.00005807602,0.00005123793,0.0000519384,0.0001719902,0.000005498734,0.0003856754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00366267,"threshold_uncertainty_score":0.01937032,"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."}}