{"id":"W4383998624","doi":"10.1017/s0950268823001127","title":"Poliovirus outbreak in New York State, August 2022: qualitative assessment of immediate public health responses and priorities for improving vaccine coverage","year":2023,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Immunization and Respiratory Diseases; Centers for Disease Control and Prevention; University of Bristol","keywords":"Outbreak; Vaccination; Inactivated Poliovirus Vaccine; Public health; Poliomyelitis; Misinformation; Medicine; Vaccination schedule; Immunization; Poliovirus; Environmental health; Political science; Virology; Nursing; Immunology; Virus","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":[0.005870562,0.00012223,0.0005770139,0.0006561751,0.0001704049,0.000007570598,0.00002280922,0.0001488808,0.00002203525],"category_scores_gemma":[0.003916034,0.0001052002,0.00005259176,0.000437166,0.0001460948,0.0001696033,0.00005903978,0.0003424905,0.000002076195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161728,"about_ca_system_score_gemma":0.0005529925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009965406,"about_ca_topic_score_gemma":0.000726799,"domain_scores_codex":[0.9975537,0.001154526,0.0005590302,0.0002655236,0.00005141358,0.0004157833],"domain_scores_gemma":[0.9969361,0.00252244,0.0002149312,0.0001233384,0.00008127899,0.0001219571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000572268,0.00006722891,0.9417914,0.0004184265,0.0001083353,0.000001373455,0.001710468,0.000009777666,0.002188253,0.003632666,0.002668951,0.04683091],"study_design_scores_gemma":[0.002104715,0.002655723,0.9877378,0.0000532238,0.00001262403,0.00002312159,0.000641175,0.00061578,0.00006989295,0.00352646,0.002477701,0.00008180198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856741,0.002305563,0.004147496,0.006773547,0.0002613572,0.0006204633,0.00003815184,0.00005260496,0.0001267039],"genre_scores_gemma":[0.990133,0.007398961,0.0003173847,0.000415582,0.0000855444,0.00008047097,0.00005637762,0.00001329695,0.001499337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0467491,"threshold_uncertainty_score":0.9966273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659926121508857,"score_gpt":0.4712090222448396,"score_spread":0.3052164100939538,"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."}}