{"id":"W4376135040","doi":"10.15585/mmwr.mm7219a3","title":"Progress Toward Poliomyelitis Eradication — Worldwide, January 2021–March 2023","year":2023,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Immunization and Respiratory Diseases; Centers for Disease Control and Prevention","keywords":"Poliomyelitis; Poliomyelitis eradication; Medicine; Poliovirus; Transmission (telecommunications); Outbreak; Disease Eradication; Herd immunity; Environmental health; Indigenous; Serotype; Polio Vaccination; Vaccination; Virology; Socioeconomics; Virus; Disease; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001290664,0.0002151934,0.000442086,0.0004313056,0.000370999,0.00006958439,0.0001103904,0.0002139319,0.0003305339],"category_scores_gemma":[0.000227352,0.0002007017,0.0001597297,0.001225862,0.0005607731,0.0002185236,0.0002038083,0.0005353653,0.0002792254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008276896,"about_ca_system_score_gemma":0.0002538517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003205486,"about_ca_topic_score_gemma":0.0002131121,"domain_scores_codex":[0.9976076,0.0001196068,0.0005808621,0.0006124278,0.000513766,0.0005657268],"domain_scores_gemma":[0.9985576,0.00005313688,0.0001466697,0.0007372355,0.000242349,0.0002630533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000132564,0.0004364932,0.9134296,0.000372189,0.0005816109,0.005085699,0.0002338009,0.000002902761,0.004367184,0.0006543814,0.04706348,0.02764013],"study_design_scores_gemma":[0.0005126606,0.0002559392,0.9359898,0.0000663687,0.0001034644,0.001166059,0.0002025544,0.000106435,0.0006853876,0.0006863551,0.06003314,0.0001918609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740449,0.000895536,0.00007939767,0.01195508,0.0004835062,0.0007578437,0.00005183977,0.0002220858,0.01150987],"genre_scores_gemma":[0.9798818,0.001529113,0.0001081706,0.000119903,0.0004923303,0.0002368707,0.0008086112,0.00002592125,0.01679729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744827,"threshold_uncertainty_score":0.818438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07961209694919526,"score_gpt":0.384222433032597,"score_spread":0.3046103360834018,"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."}}