{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031639,0.0001695594,0.0003969289,0.0008924853,0.0001903892,0.0001729872,0.0002906381,0.00009034062,0.0004732113],"category_scores_gemma":[0.0002771409,0.0001953354,0.00006870637,0.001545797,0.00002883103,0.000355021,0.0001228318,0.0001719657,0.0001286476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258879,"about_ca_system_score_gemma":0.000182038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02725125,"about_ca_topic_score_gemma":0.06863374,"domain_scores_codex":[0.9981046,0.0002521251,0.0003865032,0.0004160804,0.0001952099,0.0006454373],"domain_scores_gemma":[0.9991783,0.0001523962,0.0001012545,0.0002394125,0.00003856696,0.0002899987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001034299,0.00001922013,0.9686255,0.00001114666,0.00001315354,0.000007738747,0.004595897,0.00008248003,0.00001563475,0.001670076,0.006844121,0.01810469],"study_design_scores_gemma":[0.0002129192,0.00004841576,0.980747,0.00004433347,0.00001010605,4.206201e-7,0.002253413,0.00007189423,0.00000230242,0.0002800657,0.01609667,0.0002324176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98699,0.0007659552,0.00003968216,0.009425577,0.00004368744,0.0006869896,0.0000223987,0.00006490867,0.001960839],"genre_scores_gemma":[0.9964103,0.00182359,0.00009323163,0.0007980939,0.0001658459,0.0001163155,0.00002173443,0.00002378767,0.0005470865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0413825,"threshold_uncertainty_score":0.9792264,"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."}}