{"id":"W7132987349","doi":"","title":"Influenza and Avian Influenza in Urban Bangladesh: Live Poultry Exposure, Seasonality, and Pandemic Risk at the Human-poultry Interface","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"Canadian Institutes of Health Research; National Geographic Society","keywords":"Influenza A virus subtype H5N1; Pandemic; Human mortality from H5N1; Population; Public health; Epidemiology; Reassortment; Representativeness heuristic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005061527,0.0002564999,0.0001787395,0.0006164758,0.0005419421,0.0005425363,0.0002112854,0.0003936071,0.001742287],"category_scores_gemma":[0.00124904,0.0002182912,0.0002207772,0.00124038,0.0002659386,0.0005394812,0.0006197908,0.0002967901,0.0004468782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183282,"about_ca_system_score_gemma":0.0006316575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03562551,"about_ca_topic_score_gemma":0.05817605,"domain_scores_codex":[0.9996338,0.000126302,0.00004758153,0.00005722746,0.00007285123,0.00006229697],"domain_scores_gemma":[0.9994746,0.00009110929,0.0002043276,0.000025044,0.00009989884,0.0001051445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005243582,0.00005082554,0.9950079,0.00004248727,0.00002025128,0.0001020094,0.0009330894,0.00005927279,0.0003054679,0.00003903327,0.000155312,0.003231913],"study_design_scores_gemma":[0.000003055508,0.00009973576,0.9955419,0.00002358475,0.00001262339,0.0001209003,0.003688602,0.00008294559,0.00005288043,0.00002901621,0.0003397999,0.000004917694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977443,0.0003692162,0.00006571977,0.0001796686,0.000003241375,0.00001814741,0.0003585884,0.000001471821,0.001259738],"genre_scores_gemma":[0.9987518,0.0005479099,0.00006849508,0.00003855498,0.000004036581,0.00002044917,0.0002034329,8.453529e-7,0.0003644585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03562551,"threshold_uncertainty_score":0.07083631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08456051064713661,"score_gpt":0.4389178242445577,"score_spread":0.3543573135974211,"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."}}