{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001585036,0.0004458775,0.002910953,0.00008852126,0.00207045,0.00006496395,0.0004902448,0.0003285615,0.00007395986],"category_scores_gemma":[0.0004114216,0.00032001,0.0002300263,0.00006393806,0.0001387312,0.000217315,0.0001463937,0.001176948,0.00008410071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547487,"about_ca_system_score_gemma":0.00318534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004810783,"about_ca_topic_score_gemma":0.002531161,"domain_scores_codex":[0.9949495,0.002300895,0.0009106393,0.0005399256,0.0002988263,0.001000239],"domain_scores_gemma":[0.9947054,0.001740534,0.001882103,0.001049728,0.0001245294,0.0004977062],"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":[0.000573012,0.00002438842,0.0001427937,0.05150902,0.0001346597,0.000006455884,0.001080098,2.099461e-7,1.394795e-8,0.001475889,0.7196515,0.225402],"study_design_scores_gemma":[0.001942121,0.000165155,0.001556104,0.02641127,0.0002077998,0.000001320235,0.0002577036,0.00001093254,3.903391e-9,0.0007280238,0.9684905,0.0002290894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003234304,0.9496779,0.0004162554,0.02253834,0.004760457,0.005785983,0.01641076,0.0001800391,0.0001979108],"genre_scores_gemma":[0.0006485356,0.9815208,0.00008743395,0.006299121,0.00869438,0.0004722062,0.001544847,0.00007390645,0.0006587312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.248839,"threshold_uncertainty_score":0.9999252,"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."}}