{"id":"W2917809863","doi":"","title":"Influenza in Canada: 2005-2006 season.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Flu season; Pandemic; Virology; Geography; Coronavirus disease 2019 (COVID-19); Medicine; Vaccination; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007561391,0.0002460468,0.0004302582,0.00194628,0.002220158,0.0012373,0.0007302879,0.0004910877,0.005140664],"category_scores_gemma":[0.003504454,0.0002145583,0.0003916611,0.007272448,0.0003315491,0.0004505202,0.0005576672,0.0007724558,0.0005055385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02926783,"about_ca_system_score_gemma":0.0981446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982516,"about_ca_topic_score_gemma":0.9989084,"domain_scores_codex":[0.99923,0.00005944608,0.00008907716,0.00006803558,0.0003057051,0.0002477678],"domain_scores_gemma":[0.9965013,0.0001965817,0.0004784166,0.0000505498,0.002055696,0.000717478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001515372,0.0001566175,0.6080039,0.003404874,0.0004540406,0.0004537614,0.002025046,0.0004074947,0.0004905665,0.001586201,0.2889749,0.09252729],"study_design_scores_gemma":[0.00007297222,0.00007363438,0.9513644,0.0007453732,0.0002221514,0.0001272692,0.002636047,0.0001796612,0.0002496679,0.0000721414,0.04423245,0.00002425637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.458387,0.1099987,0.0004469643,0.03204118,0.001530973,0.0005207231,0.3463925,0.0001845329,0.05049755],"genre_scores_gemma":[0.8542578,0.07219101,0.001052961,0.005480383,0.0004082053,0.0002200366,0.04263133,0.00004029505,0.02371806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02926783,"threshold_uncertainty_score":0.212354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975790054060925,"score_gpt":0.3188524911610713,"score_spread":0.249094590620462,"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."}}