{"id":"W2525986150","doi":"10.1093/ije/dyw176","title":"Data Resource Profile: WHO Health Equity Monitor (HEM)","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Equity (law); Health equity; Resource (disambiguation); Business; Medicine; Computer science; Public health; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005257712,0.001214329,0.001871183,0.009933839,0.0006267306,0.003347459,0.002817061,0.001828501,0.2380159],"category_scores_gemma":[0.05734236,0.0009789892,0.0009932815,0.02204004,0.0003814944,0.003103613,0.002481416,0.002006142,0.1606802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302546,"about_ca_system_score_gemma":0.008263142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02367219,"about_ca_topic_score_gemma":0.0161209,"domain_scores_codex":[0.9943989,0.001007581,0.001720979,0.0005895605,0.001831834,0.0004511609],"domain_scores_gemma":[0.9518009,0.01512687,0.0054345,0.007303297,0.01719534,0.003139041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009945475,0.00003176328,0.001775834,0.0006498176,0.00002298141,0.00001572914,0.00002268091,0.0001336393,0.00009475723,0.0007889052,0.9832056,0.01315886],"study_design_scores_gemma":[0.0002914833,0.00003464625,0.009717782,0.0006774271,0.00004156448,0.00005728698,0.00005493794,0.0004209927,0.0006231586,0.002006974,0.9860241,0.00004970604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00009276711,0.00004570848,0.0003311203,0.0003114294,0.00004342027,0.0001167702,0.994674,0.0005059995,0.003878768],"genre_scores_gemma":[0.001379187,0.0001929743,0.002201929,0.0004545772,0.00007472832,0.0007183253,0.9909549,0.0003708309,0.003652433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2380159,"threshold_uncertainty_score":0.7962424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2949006618031425,"score_gpt":0.4364377944035984,"score_spread":0.1415371326004559,"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."}}