{"id":"W3037664061","doi":"10.26719/emhj.20.081","title":"Reporting immunization coverage inequalities in Pakistan","year":2020,"lang":"en","type":"article","venue":"Eastern Mediterranean Health Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Inequality; Immunization; Residence; Medicine; Geography; Political science; Demography; Sociology; Mathematics","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":[0.02338115,0.0003920521,0.001032157,0.01364479,0.0007141533,0.002114414,0.001210794,0.0005735318,0.003305541],"category_scores_gemma":[0.08660981,0.0003378427,0.00117117,0.01765269,0.0007840556,0.002346006,0.002146414,0.0006798261,0.0001602182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261133,"about_ca_system_score_gemma":0.006973919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912569,"about_ca_topic_score_gemma":0.02039061,"domain_scores_codex":[0.9792928,0.006351998,0.009314846,0.001153967,0.00325908,0.0006273509],"domain_scores_gemma":[0.9033602,0.06162285,0.02215263,0.002133198,0.0100956,0.000635595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004689546,0.00008268381,0.4384823,0.1786958,0.004661303,0.0008597948,0.007079249,0.0005309919,0.0006552332,0.004524188,0.01678629,0.3471733],"study_design_scores_gemma":[0.0001662228,0.0003663656,0.6659675,0.2180014,0.007883554,0.001827385,0.01235004,0.0009054319,0.002276859,0.006728974,0.08339828,0.000127872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2411219,0.6505341,0.005185282,0.01932951,0.00079617,0.001067055,0.05654394,0.00007954265,0.02534243],"genre_scores_gemma":[0.7828557,0.1964426,0.005371326,0.002903867,0.000421213,0.001075776,0.01056337,0.00001580678,0.0003503506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02338115,"threshold_uncertainty_score":0.1236528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316644589890792,"score_gpt":0.4038630005603206,"score_spread":0.2721985415712413,"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."}}