{"id":"W2053527764","doi":"10.1038/nbt0407-403","title":"India's health biotech sector at a crossroads","year":2007,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research; University Health Network","funders":"Canadian Institutes of Health Research; Genome Canada; Ontario Genomics; Rockefeller Foundation; Ontario Genomics Institute; Bill and Melinda Gates Foundation","keywords":"Biotechnology; Business; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006134645,0.0003084874,0.000558499,0.0008677201,0.0003038941,0.000007152253,0.0003172708,0.03567846,0.0002356946],"category_scores_gemma":[0.0002226208,0.0002510023,0.0001601413,0.001248898,0.0007136313,0.00003301842,0.0002517086,0.01370943,0.0002364291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901774,"about_ca_system_score_gemma":0.0001748993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002544622,"about_ca_topic_score_gemma":0.00007966932,"domain_scores_codex":[0.9976999,0.00002243165,0.0004496311,0.0006632879,0.000238683,0.0009260554],"domain_scores_gemma":[0.9986037,0.00006240567,0.0001909307,0.0008729621,0.00006736135,0.0002026378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00209935,0.001023537,0.01474848,0.0003880989,0.0008503688,0.002103065,0.0003852718,4.933585e-7,0.5266715,0.1726797,0.08128735,0.1977629],"study_design_scores_gemma":[0.001482421,0.0008260974,0.01884056,0.00007599834,0.00003575809,0.001996883,0.00007329602,0.000006378904,0.4516184,0.00036541,0.5244209,0.0002578961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.604557,0.02073578,0.001839856,0.3621276,0.001797464,0.0009656342,0.00002316424,0.002899817,0.005053652],"genre_scores_gemma":[0.9789427,0.0016897,0.003873529,0.01326908,0.0001929551,0.000006898645,0.00004328598,0.00004715432,0.001934722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4431336,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005785951630617995,"score_gpt":0.2886278655856271,"score_spread":0.2828419139550091,"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."}}