{"id":"W4319082659","doi":"10.3390/vaccines11020341","title":"Mapping of Pro-Equity Interventions Proposed by Immunisation Programs in Gavi Health Systems Strengthening Grants","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"UNICEF; GAVI Alliance","keywords":"Equity (law); Psychological intervention; Economic growth; Political science; Business; Medicine; Economics; Nursing","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":[0.0005284721,0.00009660974,0.0003072539,0.0001808493,0.00006139516,0.00001435621,0.00008224383,0.00004181888,0.000007389647],"category_scores_gemma":[0.00003718521,0.00007610463,0.00006977053,0.0005159736,0.00000989009,0.00005783621,0.00006129749,0.0001133708,0.00001238003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000821683,"about_ca_system_score_gemma":0.0000733424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733911,"about_ca_topic_score_gemma":0.0001081955,"domain_scores_codex":[0.9987344,0.00007617947,0.0005769351,0.0001524873,0.0001858299,0.0002741714],"domain_scores_gemma":[0.999479,0.00001456255,0.000207267,0.000151893,0.0000688677,0.00007840321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002572018,0.0009784267,0.896595,0.01779039,0.0000941481,0.00001761484,0.004994723,0.00004331698,0.005267526,0.000669309,0.002952144,0.07034022],"study_design_scores_gemma":[0.002503695,0.0007851466,0.9792555,0.008973609,0.00001747041,0.00002761805,0.005194406,0.001420853,0.000296506,0.0002984576,0.001085938,0.0001407971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957711,0.0008413214,0.0000442162,0.001851851,0.0001876287,0.00104544,0.00001604794,0.0001221201,0.0001202645],"genre_scores_gemma":[0.9991388,0.0001852556,0.00008638632,0.00004242176,0.00005001206,0.00003317099,0.0001424827,0.00001165267,0.0003097671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08266053,"threshold_uncertainty_score":0.4132873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026101093422692,"score_gpt":0.3732345459655939,"score_spread":0.2706244366233247,"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."}}