{"id":"W2888925692","doi":"10.14745/ccdr.v40i17a02","title":"Influenza in Canada, 2012-2013 season","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Influenza season; Flu season; Geography; Virology; Biology; Vaccination; Influenza vaccine","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":[0.0003943132,0.0004185502,0.0004192796,0.001969188,0.002067825,0.001271165,0.000631917,0.0002760381,0.002651725],"category_scores_gemma":[0.001522117,0.0002166833,0.0005719774,0.004916218,0.0002577165,0.0003521382,0.0006092541,0.0005566343,0.0003876987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02623405,"about_ca_system_score_gemma":0.04710569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972422,"about_ca_topic_score_gemma":0.9986767,"domain_scores_codex":[0.9991658,0.00002668091,0.00005769638,0.00009445027,0.0003786263,0.000276813],"domain_scores_gemma":[0.9983494,0.00002571172,0.0001944436,0.00001788812,0.0011296,0.0002829756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520632,0.00005751645,0.941939,0.0003680128,0.0001991135,0.0001410571,0.0004479208,0.0004430084,0.0004925081,0.0002304318,0.03106234,0.02436706],"study_design_scores_gemma":[0.00001188094,0.00002374106,0.9905685,0.00008366756,0.00004197319,0.00006813603,0.0003882019,0.0002084949,0.000129609,0.00001422886,0.008451975,0.000009762321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6432086,0.01213295,0.0005969002,0.003054078,0.0002579587,0.0003718227,0.314532,0.000252043,0.02559381],"genre_scores_gemma":[0.9072765,0.007864968,0.0014398,0.0009355847,0.00009573194,0.000126587,0.07437432,0.00004065849,0.007845849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02623405,"threshold_uncertainty_score":0.1903422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655857548982763,"score_gpt":0.3218881167082784,"score_spread":0.2753295412184508,"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."}}