{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006056794,0.0002627147,0.0005876364,0.0000989511,0.0002193243,0.00002350925,0.0004106979,0.00004640594,0.000301991],"category_scores_gemma":[0.001965009,0.0002476984,0.00007327332,0.0003415927,0.0001120256,0.0001367532,0.0003886583,0.0005569381,0.000009163988],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485278,"about_ca_system_score_gemma":0.03171297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999701,"about_ca_topic_score_gemma":0.9999406,"domain_scores_codex":[0.9968452,0.0002052493,0.0006343164,0.0003505183,0.001176829,0.00078788],"domain_scores_gemma":[0.9958569,0.0002736152,0.0001592032,0.002234178,0.0003896304,0.001086502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001937803,0.00006983228,0.7613314,0.0002077373,0.0001055696,0.004434521,0.00002107174,0.0003008408,0.00002897296,0.00007984891,0.2316843,0.001542134],"study_design_scores_gemma":[0.0006772503,0.00001375408,0.4600827,0.0001354848,0.00003633174,0.00004482028,0.0001078096,0.0009021821,0.00002423045,0.00002243865,0.5377717,0.0001813516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91969,0.02144874,0.000007519765,0.008312895,0.0003195879,0.001052182,0.0001060245,0.00007163094,0.04899145],"genre_scores_gemma":[0.990838,0.0002801494,0.00009552962,0.006395126,0.00006845967,0.0001107449,0.00008112512,0.00004185849,0.002089028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060874,"threshold_uncertainty_score":0.9999975,"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."}}