{"id":"W2067485464","doi":"10.1016/j.vaccine.2005.10.010","title":"How many infective viral particles are necessary for successful mass measles immunization by aerosol?","year":2005,"lang":"en","type":"article","venue":"Vaccine","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Measles; Immunization; Virology; Aerosol; Measles vaccine; Medicine; Vaccination; Immunology; Geography; Antibody; Meteorology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008300957,0.000161564,0.0002651618,0.00005973061,0.0001351108,0.00003142297,0.00008468045,0.0001138668,0.00008957922],"category_scores_gemma":[0.000191283,0.0001325991,0.00008807916,0.0001261668,0.00001880178,0.000335923,0.00002773303,0.0001078315,0.00002605059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934177,"about_ca_system_score_gemma":0.00002383537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001166474,"about_ca_topic_score_gemma":0.00002855122,"domain_scores_codex":[0.9991821,0.00004638983,0.0001701784,0.0002316513,0.0001075901,0.0002620638],"domain_scores_gemma":[0.9993883,0.00005932474,0.0001062467,0.0002191299,0.0001165408,0.0001104141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002128009,0.0008076325,0.7557849,0.0002111794,0.000293098,0.00001404042,0.0001509577,0.00007287334,0.18187,0.0007513705,0.04250565,0.01541032],"study_design_scores_gemma":[0.01226005,0.001483797,0.6944529,0.0001620815,0.000759773,0.0000217965,0.00063437,0.005722274,0.2632758,0.001433183,0.01924071,0.0005532373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776881,0.002403591,0.004514662,0.01455023,0.00007267237,0.0004774227,0.00007204419,0.0001240227,0.00009726419],"genre_scores_gemma":[0.996729,0.000143637,0.0004111517,0.001349999,0.0003127996,0.00008663157,0.000199378,0.000026923,0.0007405219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08140583,"threshold_uncertainty_score":0.5407233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131221380832141,"score_gpt":0.2595167417363419,"score_spread":0.2482045279280205,"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."}}