{"id":"W3126680641","doi":"10.14745/ccdr.v47i01a01","title":"National influenza mid-season report, 2020–2021","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Pandemic; Influenza season; Human mortality from H5N1; Virology; Medicine; Influenza A virus; Coronavirus disease 2019 (COVID-19); Pandemic influenza; Environmental health; Vaccination; Virus; Influenza vaccine; 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":[0.002517246,0.001447365,0.0005726666,0.002179925,0.001234077,0.001680823,0.001745293,0.0007426876,0.008213647],"category_scores_gemma":[0.003092676,0.0004207695,0.0006223174,0.00251215,0.0002751566,0.0007692025,0.00102692,0.001524057,0.007484565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366089,"about_ca_system_score_gemma":0.04390974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9231129,"about_ca_topic_score_gemma":0.9381986,"domain_scores_codex":[0.9983156,0.00006529217,0.0001300665,0.0001030032,0.001116655,0.0002694596],"domain_scores_gemma":[0.9940502,0.00006651344,0.0002156855,0.00005578189,0.004897531,0.000714361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002471086,0.00007146217,0.01928889,0.001040118,0.00006661261,0.00007609888,0.00007373274,0.0003537442,0.0005382131,0.0003380244,0.9509577,0.02694834],"study_design_scores_gemma":[0.0001365114,0.0001088229,0.2676917,0.0009793174,0.0001041496,0.0001013277,0.0002801718,0.0007685241,0.0007813163,0.0001470386,0.7288499,0.00005118883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0065162,0.007046801,0.0009501603,0.002891574,0.002743262,0.001014019,0.9320773,0.0005799755,0.0461808],"genre_scores_gemma":[0.02554907,0.005433063,0.003159931,0.002732823,0.000530866,0.0009247405,0.9277816,0.0001230372,0.0337649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9863391,"threshold_uncertainty_score":0.1546797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06749640903777915,"score_gpt":0.3722706847198926,"score_spread":0.3047742756821135,"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."}}