{"id":"W2034064038","doi":"10.1186/1472-698x-10-s1-s1","title":"Science-based health innovation in sub-Saharan Africa","year":2010,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Genome Canada; Ontario Genomics; University of Toronto; University Health Network; Ontario Genomics Institute; Bill and Melinda Gates Foundation","keywords":"Kenya; Economic growth; Tanzania; Public health; Gross domestic product; Business; Political science; Medicine; Socioeconomics; 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":[0.000564674,0.00007484247,0.0001399253,0.0009918518,0.0003797088,0.00001431802,0.0001005022,0.0003639798,0.00006760621],"category_scores_gemma":[0.00002502869,0.00005723866,0.00001579938,0.0004416094,0.0002901306,0.00006668251,0.0000164072,0.001178568,0.00001367446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008653112,"about_ca_system_score_gemma":0.0008648331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001826712,"about_ca_topic_score_gemma":0.001535043,"domain_scores_codex":[0.9989919,0.00001437677,0.0003457602,0.000216054,0.0002035253,0.0002283589],"domain_scores_gemma":[0.9994981,0.00001848862,0.0001204323,0.0001217176,0.0001119879,0.0001293093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001569213,0.0003219449,0.008670173,0.0001293895,0.00000797914,0.000007245721,0.0002775195,0.000001002064,0.002726807,0.9815147,0.003142396,0.003043939],"study_design_scores_gemma":[0.008021999,0.002139682,0.3212777,0.0008055983,0.000007537628,0.000130872,0.00003947482,0.002397838,0.005309115,0.0370697,0.6224215,0.0003789493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619837,0.0002339251,0.0002108449,0.03158719,0.0006050257,0.0003089503,0.000004740362,0.00005956841,0.005006098],"genre_scores_gemma":[0.9958789,0.00003144532,0.001013162,0.002405659,0.0001099256,0.00000735121,0.00006610473,0.000004385093,0.0004830968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.944445,"threshold_uncertainty_score":0.5120358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877229413574774,"score_gpt":0.334352858559842,"score_spread":0.3055805644240943,"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."}}