{"id":"W2074492844","doi":"10.1186/1472-698x-10-s1-s5","title":"Science-based health innovation in Uganda: creative strategies for applying research to development","year":2010,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Global Health Research; University Health Network","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Commercialization; Government (linguistics); Intellectual property; Economic growth; Business; Capacity building; TRIPS architecture; Entrepreneurship; Public relations; Political science; Marketing; Economics; Engineering","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":[0.00134132,0.00006593543,0.0001301053,0.001376349,0.0008111403,0.00003132451,0.0001011738,0.0002538173,0.00002139821],"category_scores_gemma":[0.00005097818,0.00005031738,0.000009242843,0.000508765,0.000232455,0.00007216301,0.00002486381,0.0009331554,0.000003574128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494087,"about_ca_system_score_gemma":0.00311322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003084245,"about_ca_topic_score_gemma":0.003326023,"domain_scores_codex":[0.9988717,0.00001811777,0.000329057,0.0002374862,0.0002658381,0.0002777688],"domain_scores_gemma":[0.9993746,0.00005089296,0.00007043143,0.00008389534,0.0002905672,0.0001295782],"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":[0.0002220547,0.000132561,0.002451479,0.0001456281,0.000006485457,0.000001133027,0.001743339,0.000003216168,0.001455766,0.9895768,0.0002619418,0.003999633],"study_design_scores_gemma":[0.01394174,0.006955011,0.3227478,0.002808957,0.00000708349,0.000059788,0.005051398,0.002715771,0.03023381,0.1346621,0.4800901,0.0007264414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758949,0.00002915434,0.003830162,0.0161504,0.0002353732,0.001069344,0.000003320724,0.00002983415,0.002757524],"genre_scores_gemma":[0.9856887,0.000002467089,0.01233852,0.001339273,0.00008263542,0.000119996,0.00005802915,0.000004328059,0.0003660566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8549147,"threshold_uncertainty_score":0.6238717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069460184549882,"score_gpt":0.455133146389323,"score_spread":0.3481871279343348,"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."}}