{"id":"W2096077893","doi":"10.1377/hlthaff.27.4.1029","title":"The Indian And Chinese Health Biotechnology Industries: Potential Champions Of Global Health?","year":2008,"lang":"en","type":"article","venue":"Health Affairs","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University Health Network","funders":"","keywords":"Incentive; Business; China; Global health; Quality (philosophy); Economic growth; Health care; Biotechnology; Marketing; Political science; Economics; Market economy","routes":{"ca_aff":true,"ca_fund":false,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004482003,0.0001865372,0.000566666,0.000126798,0.0009309792,0.000003559295,0.0001453621,0.002005997,0.00001140278],"category_scores_gemma":[0.0001386751,0.0001233743,0.00006044485,0.0008414799,0.001070232,0.00003062544,0.00009018722,0.00230079,0.000009490872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020512,"about_ca_system_score_gemma":0.002572004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010673,"about_ca_topic_score_gemma":0.0005589467,"domain_scores_codex":[0.9980914,0.0001072726,0.0006204277,0.0003053821,0.0001862277,0.0006893142],"domain_scores_gemma":[0.9986829,0.00004579665,0.0003730651,0.0004579366,0.0000446285,0.0003956714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001753799,0.00188475,0.1181793,0.002642637,0.0009503354,0.0005160571,0.01387781,0.00001878228,0.000176242,0.1099686,0.1746677,0.5753641],"study_design_scores_gemma":[0.01659028,0.02179848,0.6654033,0.00180475,0.00007181169,0.02580729,0.03900186,0.0003290738,0.0005266187,0.00514367,0.2223303,0.001192539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2274404,0.02138579,0.000239654,0.7493929,0.00041931,0.0007188712,0.00004288822,0.0002035433,0.0001566205],"genre_scores_gemma":[0.9514546,0.04427493,0.0003180975,0.003755131,0.00006958011,0.00001189781,0.00001948472,0.00001302089,0.00008320394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7456378,"threshold_uncertainty_score":0.9995915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009745921164785665,"score_gpt":0.2949275056171003,"score_spread":0.2851815844523147,"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."}}