{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003394037,0.0001199648,0.0003427678,0.0001138079,0.0005966836,0.0002004212,0.0002403976,0.00006867642,0.000410637],"category_scores_gemma":[0.00115655,0.0001192932,0.00007318532,0.0003424537,0.00001418121,0.0005399156,0.00003355933,0.0005442307,0.00003102091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282338,"about_ca_system_score_gemma":0.0007798448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006593761,"about_ca_topic_score_gemma":0.0008850223,"domain_scores_codex":[0.9963368,0.000670836,0.001732257,0.0001766859,0.0005825438,0.0005008841],"domain_scores_gemma":[0.9976606,0.00007920968,0.001551867,0.0001054099,0.0001128906,0.0004900154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001385611,0.00006543464,0.3540054,0.0002096339,0.00001792389,0.0005846687,0.4980099,0.0001058032,0.00003151056,0.0009542852,0.005950296,0.1399266],"study_design_scores_gemma":[0.0087763,0.00186878,0.2900343,0.002936654,0.00003712305,0.0004659574,0.318877,0.003965795,0.00004761051,0.007904108,0.3633268,0.001759676],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896443,0.002838889,0.007873248,0.09319042,0.001597089,0.0003635064,0.000005642787,0.00009031973,0.004396548],"genre_scores_gemma":[0.9888529,0.0009118802,0.0001652431,0.006893414,0.002885725,0.000002428977,0.000008631591,0.00001797575,0.0002617684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3573765,"threshold_uncertainty_score":0.4864635,"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."}}