{"id":"W4388564404","doi":"10.1136/bmjgh-2023-012204","title":"Impact and cost-effectiveness of measles vaccination through microarray patches in 70 low-income and middle-income countries: mathematical modelling and early-stage economic evaluation","year":2023,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UNICEF; York University; London School of Hygiene and Tropical Medicine; GAVI Alliance; Bill and Melinda Gates Foundation","keywords":"Measles; Measles vaccine; Vaccination; Medicine; Environmental health; Cost effectiveness; Public health; Immunology; Risk analysis (engineering); Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006937949,0.001862169,0.002067621,0.001958691,0.0005692564,0.002312427,0.001807025,0.001932187,0.003927609],"category_scores_gemma":[0.01426649,0.001030052,0.004448793,0.001760693,0.001192944,0.001840631,0.001648544,0.001675789,0.0002306004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006854271,"about_ca_system_score_gemma":0.003473963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567309,"about_ca_topic_score_gemma":0.009258723,"domain_scores_codex":[0.997684,0.001598273,0.00006629484,0.0001422901,0.0001372737,0.00037196],"domain_scores_gemma":[0.9890094,0.00949462,0.0006114586,0.000151769,0.0004213853,0.0003113518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007714765,0.0002511559,0.004882548,0.0002951555,0.0003323437,0.0001528265,0.00002401782,0.9859374,0.0001244566,0.002650208,0.0004447858,0.004133583],"study_design_scores_gemma":[0.0004621412,0.001191804,0.00425623,0.0001699041,0.0007954942,0.00007241759,0.0001498284,0.9894878,0.0003059456,0.002642985,0.0004242428,0.00004119534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573571,0.004261035,0.02097601,0.001775988,0.00007227453,0.0006387744,0.00294011,0.00008836651,0.0118904],"genre_scores_gemma":[0.9921142,0.001325131,0.004675346,0.00009767708,0.00001789765,0.0002558582,0.0006453719,0.00001523053,0.0008533937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567309,"threshold_uncertainty_score":0.05104733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07170343336444739,"score_gpt":0.4274474389171087,"score_spread":0.3557440055526613,"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."}}