{"id":"W2256712157","doi":"10.1016/j.tim.2015.10.012","title":"Household Transmission of Influenza Virus","year":2015,"lang":"en","type":"review","venue":"Trends in Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of General Medical Sciences","keywords":"Transmission (telecommunications); Pandemic; Environmental health; Influenza A virus; Psychological intervention; Risk of infection; Public health; Biology; Hygiene; Airborne transmission; Herd immunity; Vaccination; Virology; Medicine; Virus; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.0006735543,0.0004999607,0.003626137,0.001546192,0.00002702748,0.000003834367,0.0003311398,0.0008220288,0.0002632485],"category_scores_gemma":[0.00009795337,0.0003485819,0.0005281262,0.0009193126,0.0004267793,0.00002885654,0.0001815329,0.0009808703,0.00008129846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117467,"about_ca_system_score_gemma":0.0004503936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009296308,"about_ca_topic_score_gemma":0.00002311437,"domain_scores_codex":[0.9972146,0.0003725078,0.001171024,0.0005205155,0.0001320108,0.000589365],"domain_scores_gemma":[0.9986924,0.0001584198,0.0003166029,0.0005814123,0.0001137084,0.0001374382],"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":[0.000140524,0.0001758073,0.00003158818,0.007703745,0.0002671684,0.00007120211,0.0001411317,8.687902e-7,0.0008254995,0.00001394422,0.007695754,0.9829327],"study_design_scores_gemma":[0.001258255,0.0003502496,0.00001972287,0.00621481,0.000424371,0.0001647458,0.000007390905,2.546972e-7,0.00009136565,0.000007488545,0.9912124,0.0002489653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001122815,0.9958594,0.00000189702,0.00001831419,0.000111024,0.0004270006,0.000428043,0.00004523636,0.002996756],"genre_scores_gemma":[0.000006252998,0.997959,0.00039235,0.0001232151,0.00008730282,0.00006609399,0.0003006342,0.00006959071,0.0009955298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835166,"threshold_uncertainty_score":0.9998966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2761191617067933,"score_gpt":0.4695332568404848,"score_spread":0.1934140951336915,"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."}}