{"id":"W4285777840","doi":"10.21203/rs.2.13937/v2","title":"The trend of full vaccination coverage in infants and inequalities by wealth quintile and maternal education: Analysis from four recent Demographic and Health Surveys in Nepal","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"United States Agency for International Development","keywords":"Inequality; Vaccination; Environmental health; Geography; Demographic economics; Socioeconomics; Demography; Economic growth; Medicine; Economics; Sociology; Mathematics; Immunology","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":[0.00538626,0.0001791151,0.0006493105,0.0007707912,0.0001037826,0.00008941497,0.0001199424,0.0001664613,0.00004169227],"category_scores_gemma":[0.0001216199,0.000134148,0.00004251178,0.0006263634,0.00007662181,0.00005979427,0.0003148952,0.0007820643,6.539233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251634,"about_ca_system_score_gemma":0.0006867335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07892115,"about_ca_topic_score_gemma":0.05327377,"domain_scores_codex":[0.9960842,0.001768703,0.0006315259,0.0004522897,0.0006437404,0.000419582],"domain_scores_gemma":[0.9986375,0.0003654268,0.0002321924,0.0003260181,0.0002039626,0.0002348901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002289825,0.0001101391,0.953393,0.001701859,0.00008685407,0.000003397954,0.0008349048,0.000008308259,0.000007000148,0.00008549428,0.0003397506,0.04320026],"study_design_scores_gemma":[0.0009886094,0.0003188731,0.9939272,0.001054334,0.00002350039,0.000006357172,0.000945999,0.0003996795,0.000005366921,0.001899306,0.0003392728,0.00009148976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763857,0.01626655,0.00002275649,0.005657989,0.00009569299,0.0009064455,0.0005315011,0.000006678653,0.0001267609],"genre_scores_gemma":[0.9151741,0.08411879,0.00003550951,0.000101663,0.00005766993,0.0000353064,0.0003582626,0.00001144814,0.0001072007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06785224,"threshold_uncertainty_score":0.9640015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954427733856331,"score_gpt":0.4044510021618717,"score_spread":0.3549067248233084,"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."}}