{"id":"W3216406350","doi":"10.3390/vaccines9121378","title":"Towards Ending Immunization Inequity","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Federation on Ageing","funders":"","keywords":"Vaccination; Immunization; Environmental health; Vaccine-preventable diseases; Business; Medicine; Political science; Immunology; Measles","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000224535,0.00006083556,0.000100757,0.00004192526,0.0003891323,0.00008905919,0.0001287074,0.00005465577,0.001612077],"category_scores_gemma":[0.000501532,0.00006119959,0.00004535971,0.000452227,0.000002701317,0.0002716297,0.00006169993,0.00005893598,0.00005415098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000467402,"about_ca_system_score_gemma":0.0002073343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402724,"about_ca_topic_score_gemma":0.001357749,"domain_scores_codex":[0.9993113,0.00009150471,0.0001244576,0.0001341957,0.0001493371,0.0001892154],"domain_scores_gemma":[0.9995322,0.00004135822,0.00003859406,0.0001509968,0.0001843718,0.00005247566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003694201,0.0002296672,0.3949119,0.00007387868,0.0000793885,0.0001436803,0.02435811,0.00004273699,0.009084024,0.4017101,0.0368649,0.1324646],"study_design_scores_gemma":[0.0007325512,0.00003182163,0.4074007,0.00006327626,0.00004520518,0.000008294121,0.006538803,0.00005656076,0.01224437,0.0148753,0.557583,0.0004201412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078085,0.001985971,0.001456123,0.008425294,0.0009821632,0.0001125041,0.000003161517,0.0002007289,0.1790256],"genre_scores_gemma":[0.9930224,0.0006826639,0.0003849039,0.0002627762,0.0006035042,0.000003512091,0.00001119937,0.000007718528,0.005021362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5207181,"threshold_uncertainty_score":0.9993006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172548336646713,"score_gpt":0.3232411462722648,"score_spread":0.2915156629057977,"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."}}