{"id":"W3139813489","doi":"10.14745/ccdr.v47i03a02","title":"Seasonality of coronaviruses and other respiratory viruses in Canada: Implications for COVID-19","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Respiratory viral infections research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Rhinovirus; Human metapneumovirus; Coronavirus; Outbreak; Virology; Enterovirus; Respiratory system; Metapneumovirus; Virus; Biology; Middle East respiratory syndrome coronavirus; Middle East respiratory syndrome; Respiratory tract infections; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001400348,0.0003804229,0.0003561689,0.002034542,0.003022952,0.002096233,0.001285008,0.0004269753,0.003741418],"category_scores_gemma":[0.004308432,0.0002410893,0.0005722795,0.004897696,0.0008319542,0.0006867468,0.001006772,0.0007621955,0.0001941613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05573384,"about_ca_system_score_gemma":0.09509414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963328,"about_ca_topic_score_gemma":0.9973419,"domain_scores_codex":[0.9986109,0.00009514498,0.000105123,0.0001605946,0.0004316984,0.000596616],"domain_scores_gemma":[0.9952368,0.0002156754,0.0005081967,0.00007419042,0.00278075,0.001184436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000257981,0.00007216771,0.9537138,0.000279557,0.0000753969,0.00031543,0.000914418,0.0007644067,0.000772644,0.001041596,0.008416713,0.03337596],"study_design_scores_gemma":[0.00001234738,0.00003020016,0.9889836,0.0001723813,0.00004418976,0.0001182496,0.002520524,0.001069477,0.0001652361,0.0002432682,0.006617945,0.0000225926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133036,0.01386121,0.001260381,0.01811412,0.0004010449,0.0003374944,0.02672189,0.0001454203,0.02585484],"genre_scores_gemma":[0.9852402,0.004904951,0.001271507,0.00112508,0.00004453217,0.0000526071,0.004117995,0.00002961716,0.003213582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05573384,"threshold_uncertainty_score":0.4043792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1961185119144267,"score_gpt":0.4285914685510019,"score_spread":0.2324729566365752,"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."}}