{"id":"W2920015306","doi":"10.1128/aem.02426-18","title":"Effects of Absolute Humidity, Relative Humidity, Temperature, and Wind Speed on Influenza Activity in Toronto, Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Relative humidity; Humidity; Temperate climate; Virus; Outbreak; Seasonality; Seasonal influenza; Virology; Influenza A virus; Transmission (telecommunications); Orthomyxoviridae; Human influenza; Biology; Atmospheric sciences; Geography; Meteorology; Ecology; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003847628,0.0002933653,0.0003096534,0.0004481007,0.001863539,0.0007948773,0.0005752515,0.0001940064,0.002148589],"category_scores_gemma":[0.001806132,0.000218148,0.0003528992,0.001190344,0.0004632766,0.0002337227,0.0005293291,0.0003873613,0.0001974128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0188076,"about_ca_system_score_gemma":0.02006642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942168,"about_ca_topic_score_gemma":0.9978956,"domain_scores_codex":[0.9994799,0.00009531083,0.00003195797,0.00006440694,0.0001801259,0.0001483245],"domain_scores_gemma":[0.9984348,0.0002176346,0.0002051914,0.00003287468,0.0006139237,0.0004955285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002772267,0.00003144826,0.9898362,0.00005830394,0.00008990154,0.0001549164,0.001743442,0.0003261738,0.0008884852,0.0001010656,0.001389173,0.005103687],"study_design_scores_gemma":[0.000002596561,0.00001639244,0.9983571,0.000009947468,0.00001422484,0.00001508254,0.0008407068,0.000149282,0.00004329885,0.000006088239,0.0005409727,0.000004367107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920509,0.001311253,0.0001512853,0.000361295,0.00002954882,0.00002850335,0.001860029,0.00001406199,0.004193029],"genre_scores_gemma":[0.9967115,0.0005510193,0.000145889,0.000044958,0.000007375178,0.00001019136,0.0004927512,0.000004239691,0.002032188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188076,"threshold_uncertainty_score":0.1364593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039042273922637,"score_gpt":0.2466093416025013,"score_spread":0.236218918863275,"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."}}