{"id":"W2958840089","doi":"10.25176/rfmh.v19i3.2176","title":"Sarampión amenaza reemergente de epidemia en el Perú","year":2019,"lang":"es","type":"article","venue":"Revista de la Facultad de Medicina Humana","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measles; Vaccination; Transmission (telecommunications); Geography; Immunization; Medicine; Socioeconomics; Demography; Virology; Immunology; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00333831,0.0007275288,0.001474116,0.0002847941,0.0002711154,0.00009728074,0.0006667614,0.0009102095,0.00302923],"category_scores_gemma":[0.003335675,0.0006271842,0.0005482677,0.0003740703,0.0006798086,0.0001665464,0.0001938204,0.001672332,0.001639163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008439531,"about_ca_system_score_gemma":0.0007716616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004865852,"about_ca_topic_score_gemma":0.000009705346,"domain_scores_codex":[0.9939322,0.001935828,0.0009907965,0.0009266196,0.0006594538,0.001555127],"domain_scores_gemma":[0.9962845,0.001078754,0.0003964254,0.001041376,0.0001442271,0.00105476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001228443,0.0007693177,0.7723541,0.005004083,0.001352666,0.001898173,0.004000793,0.00005919384,0.02360003,0.05327931,0.122321,0.01413287],"study_design_scores_gemma":[0.00406623,0.001073685,0.5900975,0.003162596,0.002289148,0.0002907941,0.001108546,0.001468527,0.0001697387,0.001348749,0.3942237,0.0007008284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355981,0.04676541,0.0005817314,0.004172385,0.0003032465,0.001034466,0.0001330058,0.0002067592,0.01120492],"genre_scores_gemma":[0.9697205,0.01230112,0.0003100967,0.00768981,0.001456772,0.00005630902,0.0002093584,0.0001198558,0.008136196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2719027,"threshold_uncertainty_score":0.9996179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264591217198516,"score_gpt":0.3551553683266195,"score_spread":0.3425094561546343,"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."}}