{"id":"W2768714363","doi":"10.1016/s0140-6736(17)32906-9","title":"Universal health coverage and intersectoral action for health: key messages from Disease Control Priorities, 3rd edition","year":2017,"lang":"en","type":"review","venue":"The Lancet","topic":"Global Health Care Issues","field":"Health Professions","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"World Health Organization; World Bank Group; National Institute of Diabetes and Digestive and Kidney Diseases; University of Washington; Bill and Melinda Gates Foundation","keywords":"Psychological intervention; Millennium Development Goals; Population health; Gross national income; Population; Medicine; Community health; Environmental health; Poverty; Health care; Economic growth; Business; Developing country; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007576183,0.001701291,0.002960822,0.004478237,0.0008209539,0.005368643,0.002096066,0.006190328,0.01281605],"category_scores_gemma":[0.01340019,0.0009074728,0.001156942,0.0060797,0.003201818,0.005820801,0.004437461,0.00656378,0.00277243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005436021,"about_ca_system_score_gemma":0.02349204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470515,"about_ca_topic_score_gemma":0.0282296,"domain_scores_codex":[0.9966766,0.0009822828,0.0004153955,0.0001784637,0.001435973,0.0003113576],"domain_scores_gemma":[0.9928376,0.004728653,0.000670569,0.0001863069,0.001086196,0.0004906891],"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":[0.00004839943,0.00004125976,0.0001593645,0.02292374,0.0001340069,0.00004980096,0.0004453376,0.0001716761,0.0001312689,0.02807785,0.5127262,0.4350911],"study_design_scores_gemma":[0.0000309588,0.00002473402,0.0007926182,0.03064591,0.00008600069,0.0001179797,0.0003330887,0.00004911962,0.00005741121,0.0145552,0.9532856,0.00002141866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003623125,0.9584891,0.0001677924,0.03385195,0.00498099,0.00001178751,0.0001092584,0.00001543274,0.002337566],"genre_scores_gemma":[0.001173709,0.9715811,0.0006584257,0.01926029,0.005278217,0.00005717199,0.0001274396,0.00001591049,0.001847739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01470515,"threshold_uncertainty_score":0.04287392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3026531435120294,"score_gpt":0.5441162790964506,"score_spread":0.2414631355844211,"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."}}