{"id":"W7084026913","doi":"10.64628/aam.tjct43pgu","title":"Measles outbreak: Why are anti-vaxxers risking a public health crisis?","year":2019,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Public health; Measles; Population; Disease; Epidemiology","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":[0.0005310298,0.000123805,0.0002547785,0.0001179914,0.0001098782,0.00007994322,0.00009968075,0.00006003208,0.0007219428],"category_scores_gemma":[0.0001527971,0.0001046093,0.00007421632,0.0001777646,0.000009483258,0.0002377979,0.00003464748,0.00009133654,0.000214678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007895099,"about_ca_system_score_gemma":0.00004678922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027834,"about_ca_topic_score_gemma":0.0002043134,"domain_scores_codex":[0.9988327,0.00007337714,0.0003411391,0.0002000544,0.0002770816,0.0002756561],"domain_scores_gemma":[0.999086,0.00009570761,0.0002839955,0.0003114282,0.0001100503,0.0001127694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008432472,0.0002992435,0.3916713,0.0005726,0.00007838279,0.00000199998,0.003224071,0.0001585973,0.00004332878,0.3818569,0.213969,0.008116138],"study_design_scores_gemma":[0.003977029,0.0002608456,0.4985859,0.0005770945,0.00009389059,0.00006829011,0.01273009,0.06833418,0.0002858851,0.1774658,0.2357239,0.001897036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825921,0.0001397646,0.06037081,0.03892693,0.0006202199,0.0008493018,0.00002300921,0.0005768132,0.01590102],"genre_scores_gemma":[0.9859501,0.00001172479,0.01139915,0.001920573,0.0000539874,0.000005150597,0.00002061348,0.00002319317,0.0006155737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2043911,"threshold_uncertainty_score":0.7904768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266183573470538,"score_gpt":0.3546215180928624,"score_spread":0.2280031607458086,"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."}}