{"id":"W6960623798","doi":"10.1371/journal.pone.0021471.g001","title":"Timing of the Annual Influenza A Epidemic across Canada and the United States, by Season.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human mortality from H5N1; Influenza season; Influenza A virus; Flu season; Pandemic; Midpoint; Equine influenza","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00017363,0.000376258,0.000174867,0.002397519,0.001055766,0.0009836846,0.0005823516,0.0002012053,0.008509678],"category_scores_gemma":[0.0007608214,0.0001650039,0.0002807744,0.003584232,0.0003165639,0.0002773762,0.0004423612,0.0004441132,0.00115151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005959752,"about_ca_system_score_gemma":0.01144548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833665,"about_ca_topic_score_gemma":0.9912962,"domain_scores_codex":[0.9998337,0.000006008785,0.00000760849,0.00002784698,0.00005672462,0.00006810467],"domain_scores_gemma":[0.9991176,0.00003129184,0.0001284511,0.0000138908,0.0005351831,0.0001737387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006417018,0.0000818063,0.560164,0.0006931546,0.0002151164,0.0004092067,0.001474938,0.003406098,0.001976272,0.002317288,0.3401938,0.08842663],"study_design_scores_gemma":[0.00001056188,0.00001756477,0.9752036,0.00009426879,0.00002427066,0.00008098371,0.0009249411,0.0005226229,0.0001319648,0.00009479999,0.0228821,0.00001223741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.3631729,0.006091746,0.0007888937,0.001913644,0.0002810202,0.0002048112,0.5541895,0.0007464431,0.07261103],"genre_scores_gemma":[0.8375522,0.006532331,0.002002647,0.0002594171,0.00006495944,0.00006075326,0.1251655,0.0001298845,0.02823233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01663351,"threshold_uncertainty_score":0.0432412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938417258816803,"score_gpt":0.2326478176108157,"score_spread":0.2032636450226477,"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."}}