{"id":"W2989839173","doi":"10.2471/blt.19.229799","title":"Costing universal health coverage","year":2019,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Activity-based costing; Environmental health; Medicine; Business","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":[0.0003144728,0.00009625797,0.0002860739,0.00006131516,0.0001674423,0.000006299109,0.000115643,0.00002967737,0.001442051],"category_scores_gemma":[0.00008150147,0.00007164382,0.00003581221,0.0004828496,0.00002260161,0.00001180129,0.0000750302,0.0001733619,0.0002858236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520944,"about_ca_system_score_gemma":0.0004806786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135366,"about_ca_topic_score_gemma":0.00006239127,"domain_scores_codex":[0.9988322,0.0001139406,0.0003671274,0.0001651151,0.0002588841,0.0002627329],"domain_scores_gemma":[0.9990383,0.00004380619,0.0003681743,0.0002614258,0.0001391165,0.0001492249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290724,0.0002027526,0.7583002,0.001955568,0.0000272145,0.000001562541,0.000560517,0.0001582641,0.0001876287,0.01246641,0.2236292,0.002381609],"study_design_scores_gemma":[0.001492658,0.0002790019,0.5837873,0.0009154513,0.0000107317,0.00003052061,0.0001030616,0.00002158673,0.0003308193,0.00008036062,0.4128579,0.00009067985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548105,0.0004291296,0.0001499819,0.437816,0.0008712296,0.001539516,0.00002234224,0.0001162119,0.01095059],"genre_scores_gemma":[0.9485462,0.0001495713,0.0004184093,0.03800248,0.0001087196,5.007335e-7,0.00002522211,0.00002538178,0.01272349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004412,"threshold_uncertainty_score":0.9994708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006226033500933423,"score_gpt":0.2454718580443807,"score_spread":0.2392458245434473,"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."}}