{"id":"W2000757705","doi":"10.1186/1756-0500-3-75","title":"A review of data needed to parameterize a dynamic model of measles in developing countries","year":2010,"lang":"en","type":"review","venue":"BMC Research Notes","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Washington; Bill and Melinda Gates Foundation","keywords":"Seroprevalence; Measles; Demography; Epidemiology; Medicine; Population; Disease burden; Vaccination; Developing country; Disease; Environmental health; Immunology; Biology; Antibody; Serology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005344009,0.00176358,0.002355819,0.004328476,0.0004221373,0.001644262,0.002577072,0.001397704,0.003695201],"category_scores_gemma":[0.02784112,0.001600063,0.002890585,0.003289791,0.0007478377,0.002381703,0.0008158634,0.002531123,0.00136003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681125,"about_ca_system_score_gemma":0.003771721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350804,"about_ca_topic_score_gemma":0.008370383,"domain_scores_codex":[0.9977113,0.0009037544,0.0005056369,0.0002761105,0.0005291179,0.00007410697],"domain_scores_gemma":[0.9837528,0.01149165,0.001073395,0.0007845928,0.002704268,0.0001932517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002565985,0.0002071795,0.005974805,0.0476753,0.001693567,0.0008144718,0.0003256812,0.1439407,0.002131685,0.03503823,0.05085677,0.7110851],"study_design_scores_gemma":[0.0001302166,0.0008250177,0.01620209,0.05742084,0.002501398,0.00203774,0.0005247411,0.1044353,0.002761951,0.06011628,0.7525885,0.0004559169],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007840469,0.8638034,0.1127999,0.003595851,0.001373641,0.0001985837,0.0025852,0.0006355773,0.007167346],"genre_scores_gemma":[0.04223794,0.8960208,0.05525978,0.00112556,0.0007339991,0.0002898775,0.003059997,0.0002100724,0.001061917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01350804,"threshold_uncertainty_score":0.02826214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6312087063035932,"score_gpt":0.5770736401938545,"score_spread":0.05413506610973862,"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."}}