{"id":"W2063976251","doi":"10.1371/journal.pmed.0040265","title":"Grand Challenges in Global Health: The Ethical, Social and Cultural Program","year":2007,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Globalization and Economic Impact","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University of Toronto","funders":"Canadian Institutes of Health Research; U.S. Department of Health and Human Services; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; University of Toronto","keywords":"Global health; Health policy; Grand Challenges; Political science; Social justice; MEDLINE; Public relations; Public health; Medicine; Engineering ethics; Economic growth; Sociology; Social science; Nursing; Law; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001753625,0.00005889736,0.0001420573,0.00001713033,0.0003309566,0.0000195715,0.00008913222,0.0001054389,0.0000584611],"category_scores_gemma":[0.0003124764,0.00003585952,0.0000134785,0.000155599,0.0005310424,0.00004810999,0.00001362661,0.0001529482,0.000005304435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306722,"about_ca_system_score_gemma":0.00006325897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023794,"about_ca_topic_score_gemma":0.03073344,"domain_scores_codex":[0.9991108,0.0001271619,0.000176119,0.0001101329,0.0001880806,0.0002876999],"domain_scores_gemma":[0.9996703,0.00008140317,0.00005642214,0.00004171549,0.00002921039,0.0001209144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006600608,0.0001842844,0.01804723,0.00005486146,0.00003656464,0.000007350427,0.264197,5.597686e-7,0.000004389139,0.1976356,0.03253299,0.4872332],"study_design_scores_gemma":[0.001826141,0.0002704921,0.2671766,0.0001060183,0.00001649016,0.000005623415,0.1167479,0.00004403366,0.000001669624,0.006927933,0.6067148,0.0001623313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3369346,0.003862336,0.000008493416,0.5707382,0.0002352967,0.0005016806,0.000002173858,0.00008010172,0.0876371],"genre_scores_gemma":[0.9923142,0.002767924,0.00002446113,0.004314733,0.0005171931,0.000005021082,0.000002328146,0.000002309016,0.00005180237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6553796,"threshold_uncertainty_score":0.9869531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178226125069229,"score_gpt":0.4536946871851586,"score_spread":0.2754685621159296,"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."}}