{"id":"W4238762281","doi":"10.47339/ephj.2019.49","title":"Measles awareness","year":2019,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Herd immunity; Vaccination; MMR vaccine; Rubella; Outbreak; Medicine; Measles vaccine; Environmental health; Public health; Pediatrics; Immunology; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006048062,0.0001393149,0.0001827177,0.0009804995,0.0007006674,0.001037643,0.000437299,0.0005656136,0.07962881],"category_scores_gemma":[0.004396701,0.0001375884,0.0002534781,0.0005675437,0.0002205906,0.000876218,0.001022032,0.0008192823,0.00934709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009676117,"about_ca_system_score_gemma":0.001150426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680396,"about_ca_topic_score_gemma":0.01369208,"domain_scores_codex":[0.9994559,0.0000811268,0.00003101027,0.00007049117,0.0001951184,0.0001663522],"domain_scores_gemma":[0.9980307,0.00029837,0.0003417047,0.000107848,0.0006769141,0.0005443575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001116323,0.0004155803,0.3254948,0.0008196621,0.00003901233,0.0005763409,0.005631406,0.0001106565,0.001301188,0.004057968,0.1647613,0.4966804],"study_design_scores_gemma":[0.00002159573,0.0002248219,0.5051697,0.0007561703,0.00005998924,0.001847801,0.006003322,0.0001867417,0.0007094802,0.001400163,0.4835903,0.00002986872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3469969,0.005975571,0.0008338413,0.0308462,0.001003201,0.0003782493,0.006603788,0.0003699012,0.6069922],"genre_scores_gemma":[0.8315274,0.005041164,0.000793361,0.006073019,0.0004801588,0.0001739934,0.002395723,0.00003974589,0.1534755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.983196,"threshold_uncertainty_score":0.2663849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394891677582335,"score_gpt":0.310776428075646,"score_spread":0.2668275112998227,"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."}}