{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004942286,0.0001409097,0.0002841825,0.0001129882,0.0002452781,0.00003260432,0.0001154407,0.00008934372,0.00523],"category_scores_gemma":[0.00003099442,0.0001152689,0.0001305865,0.0000623,0.00009153821,0.0002750052,0.00004810287,0.0004092345,0.00126372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144919,"about_ca_system_score_gemma":0.0004194575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009402697,"about_ca_topic_score_gemma":0.000001121299,"domain_scores_codex":[0.9984382,0.0001317918,0.0003359022,0.0002045288,0.0003793096,0.0005102342],"domain_scores_gemma":[0.9987671,0.00002205409,0.0001489244,0.0002083847,0.000006898053,0.000846638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001463553,0.0006753337,0.9549491,0.00007720271,0.00009386316,0.00007340562,0.0001529566,0.000007205197,0.001355718,0.0001757211,0.007294957,0.03499815],"study_design_scores_gemma":[0.001913571,0.000617817,0.8795581,0.00003718431,0.000015461,0.001045635,0.0003704024,0.00007446748,0.00003531681,0.0001146418,0.1160991,0.0001182536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980974,0.001512952,0.0001626582,0.01524696,0.0003747917,0.0002526426,0.00001799142,0.00003115197,0.001426818],"genre_scores_gemma":[0.9867051,0.0005851955,0.0001478734,0.01100325,0.0002534116,0.000004522705,0.00004046269,0.00002061577,0.001239542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088041,"threshold_uncertainty_score":0.9995139,"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."}}