{"id":"W4410500839","doi":"10.1016/j.lansea.2025.100592","title":"Addressing influenza in Bangladesh: closing evidence and policy gaps with strategic interventions","year":2025,"lang":"en","type":"review","venue":"The Lancet Regional Health - Southeast Asia","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh","keywords":"Closing (real estate); Psychological intervention; Political science; Business; Development economics; Economic growth; Medicine; Economics; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001831312,0.0005560142,0.002716184,0.000788391,0.0004823991,0.0001105889,0.0004200431,0.000212209,0.00001420704],"category_scores_gemma":[0.0004326189,0.0003252275,0.0003468795,0.001407323,0.0006364417,0.0001241079,0.0002768965,0.001779981,0.00002679049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634231,"about_ca_system_score_gemma":0.00514955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982883,"about_ca_topic_score_gemma":0.0003803143,"domain_scores_codex":[0.9956826,0.0009185296,0.001048722,0.0006238412,0.0006861988,0.001040093],"domain_scores_gemma":[0.9974909,0.0007335335,0.0005648651,0.0007671181,0.0001742983,0.000269245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001074647,0.0002633225,0.001060667,0.4126857,0.0007145562,0.0001319673,0.002725551,0.000007701781,2.255908e-7,0.02787567,0.00253375,0.5509262],"study_design_scores_gemma":[0.001350536,0.0003505038,0.001321565,0.6370781,0.0003804056,0.0004108571,0.001796871,0.00001115537,4.242256e-8,0.0007337499,0.3562208,0.0003453658],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006727718,0.9812192,0.000007882403,0.01455802,0.00004172398,0.002167186,0.0001086869,0.00007093479,0.001759086],"genre_scores_gemma":[0.0004394846,0.9961766,0.0003530929,0.001382702,0.000900087,0.0003482562,0.00004337057,0.00005652946,0.0002998631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5505809,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6068727991531054,"score_gpt":0.5619026001486433,"score_spread":0.04497019900446209,"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."}}