{"id":"W2883092073","doi":"10.14745/ccdr.v41is1a02","title":"FluWatch summary: February 8−14, 2015 (Week 6)","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Outbreak; Medicine; Demography; Nova scotia; Influenza season; Environmental health; Geography; Virus; Virology; Influenza vaccine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001133842,0.001227289,0.0006489308,0.002446469,0.001316567,0.002078368,0.001278031,0.0007060442,0.03942332],"category_scores_gemma":[0.002054048,0.0004343948,0.0006655333,0.001830409,0.0002073957,0.0006008292,0.0009725388,0.0007649977,0.0231283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00572926,"about_ca_system_score_gemma":0.01100683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8347462,"about_ca_topic_score_gemma":0.9079326,"domain_scores_codex":[0.9992593,0.00002723534,0.00004146428,0.00007824336,0.0003739548,0.00021986],"domain_scores_gemma":[0.9969755,0.00005470758,0.0001767655,0.0000827951,0.002188029,0.0005222173],"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":[0.0002751259,0.00003495375,0.01590968,0.0003596921,0.00003259596,0.00005438842,0.00007435348,0.0001511653,0.0003767069,0.000111539,0.9535367,0.0290831],"study_design_scores_gemma":[0.00008473497,0.0001084915,0.2263051,0.0005380671,0.00004723958,0.00005054599,0.0002020163,0.0002881364,0.0007954547,0.00008556716,0.771445,0.00004968781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01081036,0.002663251,0.0007513871,0.001439536,0.001522191,0.0008866483,0.9208784,0.00294948,0.05809876],"genre_scores_gemma":[0.04906357,0.002626507,0.002652234,0.001553209,0.0007061735,0.0007404041,0.8202987,0.0005332422,0.1218259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1652538,"threshold_uncertainty_score":0.332454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155528209713284,"score_gpt":0.3656537586233513,"score_spread":0.2501009376520229,"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."}}