{"id":"W2161002701","doi":"10.2196/resprot.4331","title":"Household Transmission of Zoonotic Influenza Viruses in a Cohort of Egyptian Poultry Growers","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; American Lebanese Syrian Associated Charities; U.S. Department of Health and Human Services","keywords":"Influenza A virus subtype H5N1; Seroprevalence; Enzootic; Transmission (telecommunications); Incidence (geometry); Virology; Subclinical infection; Medicine; Seroconversion; Serology; Influenza A virus; Veterinary medicine; Environmental health; Biology; Immunology; Virus; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701436,0.0003156075,0.0002350601,0.0005985287,0.0008052564,0.000538941,0.0003534039,0.0004593171,0.00130572],"category_scores_gemma":[0.000440516,0.0003798264,0.0002653737,0.0005404101,0.0002595376,0.0005346011,0.0002828861,0.0003495514,0.0002833742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931093,"about_ca_system_score_gemma":0.0003869846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02995745,"about_ca_topic_score_gemma":0.02829927,"domain_scores_codex":[0.9998114,0.00002841895,0.0000119594,0.00005911715,0.00003067785,0.00005856024],"domain_scores_gemma":[0.9996879,0.0000286186,0.00008989286,0.0000299862,0.00004949644,0.0001141367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000402447,0.00007019383,0.9988037,0.000003262335,0.0000125356,0.0001341988,0.0002326744,0.00001272091,0.0003053443,0.000003697087,0.00005914606,0.0003222305],"study_design_scores_gemma":[0.000002952377,0.0001416992,0.9987856,0.00000313651,0.000007865066,0.0001986345,0.0006679641,0.00006623715,0.00004473836,0.000003290955,0.00007589212,0.00000203799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997604,0.0000201128,0.00001466265,0.000009727363,9.43505e-7,0.000007421213,0.0001112738,0.000001300406,0.00007396889],"genre_scores_gemma":[0.9994583,0.00004719701,0.00004556061,0.00002752827,0.000002923449,0.00001382153,0.0001956913,8.37083e-7,0.0002081028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02995745,"threshold_uncertainty_score":0.05956614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5122410391651507,"score_gpt":0.5768220919089996,"score_spread":0.06458105274384884,"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."}}