{"id":"W2094324664","doi":"10.1371/journal.pone.0021471","title":"The Geographic Synchrony of Seasonal Influenza: A Waves across Canada and the United States","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre; Public Health Agency of Canada","funders":"Government of Canada; Australian Government","keywords":"Geography; Pandemic; Demography; Influenza A virus; Coronavirus disease 2019 (COVID-19); Socioeconomics; Virus; Biology; Virology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000665618,0.0002667893,0.0002846018,0.002227234,0.002369023,0.001749985,0.0007635345,0.0002404665,0.002010927],"category_scores_gemma":[0.003380337,0.0001926951,0.0002550816,0.006061821,0.0007577867,0.0005095211,0.001416401,0.0003727436,0.0001499472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596655,"about_ca_system_score_gemma":0.03570761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949465,"about_ca_topic_score_gemma":0.9952873,"domain_scores_codex":[0.9993256,0.00005790871,0.00003688569,0.0001182733,0.0002455232,0.000215765],"domain_scores_gemma":[0.9974542,0.0001538899,0.0003708561,0.00006018347,0.001578701,0.0003821106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449234,0.00002143328,0.9730916,0.00006381957,0.00007922827,0.0001003774,0.002323339,0.0004626054,0.0007803909,0.0002313124,0.00227494,0.02042605],"study_design_scores_gemma":[0.000004678392,0.000009236232,0.9958594,0.0000203043,0.00001664776,0.00001894095,0.002419998,0.0002622441,0.00007345407,0.00003652388,0.001271096,0.000007455195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845849,0.001245674,0.0006224862,0.0005527755,0.00002909372,0.0001291716,0.006104235,0.00005318634,0.006678553],"genre_scores_gemma":[0.996923,0.0004813486,0.0004570448,0.00007228641,0.000005804458,0.0000260346,0.001381795,0.000008565459,0.0006440621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596655,"threshold_uncertainty_score":0.115846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08764837586255633,"score_gpt":0.3043406715142427,"score_spread":0.2166922956516863,"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."}}