{"id":"W4319225924","doi":"10.26633/rpsp.2023.35","title":"Socioeconomic and geographic inequities in vaccination among children 12 to 59 months in Mexico, 2012 to 2021","year":2023,"lang":"en","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Measles; Vaccination; Pneumococcal conjugate vaccine; Socioeconomic status; MMR vaccine; Rotavirus vaccine; Rubella; Pediatrics; Demography; Immunization; Environmental health; Rotavirus; Immunology; Population; Streptococcus pneumoniae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005122193,0.000225276,0.0002556649,0.0008085084,0.0004676975,0.0005459235,0.0004681578,0.0004036073,0.001791105],"category_scores_gemma":[0.001541293,0.0001908454,0.0004828426,0.001169855,0.0001803175,0.0005184942,0.0006013073,0.0004689046,0.0001745713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156283,"about_ca_system_score_gemma":0.0007693809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1463131,"about_ca_topic_score_gemma":0.1502406,"domain_scores_codex":[0.9997432,0.00003389906,0.00002342548,0.00006611137,0.00003829522,0.0000951284],"domain_scores_gemma":[0.9992185,0.0000715869,0.0004870502,0.00002385164,0.0001001599,0.0000988376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009659353,0.00002714843,0.9949034,0.00005654177,0.00009835279,0.00004630694,0.0002281097,0.0001076514,0.00007294322,0.00008041695,0.001710919,0.002571604],"study_design_scores_gemma":[0.000003598034,0.00001652859,0.9991487,0.00002506053,0.00002683799,0.00001967459,0.0002176932,0.00006117162,0.00001593824,0.000008248046,0.0004542297,0.0000022638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866651,0.001628845,0.00005634428,0.0009977077,0.00003615331,0.0000131683,0.009116326,0.000009513376,0.001476791],"genre_scores_gemma":[0.9932834,0.0008448687,0.00009253324,0.0001361322,0.00004584022,0.00003099502,0.00514878,0.000003437037,0.0004139418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463131,"threshold_uncertainty_score":0.2909229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124186356891992,"score_gpt":0.2850823348376439,"score_spread":0.273840471268724,"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."}}