{"id":"W2026448744","doi":"10.1038/nrmicro2492","title":"Health biotechnology innovation on a global stage","year":2011,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Thornhill Medical (Canada); Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Stichting voor de Technische Wetenschappen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Rijksuniversiteit Groningen","keywords":"Developing country; Globalization; Order (exchange); Global health; Biotechnology; Economic growth; Business; Biology; Political science; Economics; Health care","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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007918995,0.0008122458,0.005182318,0.0008093159,0.0001125405,0.000004677485,0.0005040849,0.04277405,0.0002207279],"category_scores_gemma":[0.0002999917,0.0005140668,0.0007059822,0.00239335,0.0003932111,0.00001906975,0.0001718887,0.01834737,0.001392041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466657,"about_ca_system_score_gemma":0.0006780929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007060288,"about_ca_topic_score_gemma":0.000008453092,"domain_scores_codex":[0.996145,0.0004501906,0.00164381,0.001033213,0.00004662183,0.0006811789],"domain_scores_gemma":[0.9970887,0.00004960303,0.001449357,0.00123651,0.0000930881,0.00008270053],"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":[0.00002219692,0.0001252078,9.397677e-7,0.01325258,0.0002744502,0.00003118143,0.000002999562,1.439185e-9,0.00001946731,0.108401,0.01555209,0.8623179],"study_design_scores_gemma":[0.0003197514,0.0007475386,9.965244e-7,0.01944026,0.0004685109,0.002733854,0.000001102661,1.790254e-8,0.00001818933,0.0000503528,0.9758682,0.0003511935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001063989,0.9866836,0.00006130507,0.006491506,0.001234631,0.00294213,0.0002153967,0.0003094318,0.002060922],"genre_scores_gemma":[0.000001017319,0.9880635,0.0009848918,0.007789258,0.0001630902,0.00009388649,0.001447872,0.00005081035,0.001405644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9603161,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949912870352156,"score_gpt":0.3882071157666367,"score_spread":0.3387079870631151,"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."}}