{"id":"W2439374721","doi":"","title":"Respiratory virus surveillance. FluWatch project, 2000-2001. End of season update.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Respiratory viral infections research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Influenza season; Influenza A virus; Flu season; Geography; Virus; Winter season; Demography; Veterinary medicine; Virology; Medicine; Vaccination; Influenza vaccine; Climatology","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":[0.001675384,0.001327431,0.0007721562,0.003112316,0.0003887713,0.00124646,0.001171527,0.0009774524,0.03356951],"category_scores_gemma":[0.002844995,0.0008522381,0.0004974154,0.004287719,0.0001244913,0.001198777,0.0008015388,0.001375479,0.02264419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008123426,"about_ca_system_score_gemma":0.001893814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05669338,"about_ca_topic_score_gemma":0.04903247,"domain_scores_codex":[0.9994395,0.0001307133,0.0001324423,0.00007786493,0.0001225534,0.00009674213],"domain_scores_gemma":[0.9980029,0.0002408962,0.0004291421,0.0001121774,0.000806054,0.0004088105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004164175,0.0001167081,0.02003719,0.001280613,0.0000549545,0.00008505791,0.00006698453,0.0001810087,0.0002057064,0.0001466313,0.9233409,0.05406784],"study_design_scores_gemma":[0.0008361016,0.000241541,0.3503253,0.002040352,0.0001987853,0.0003537208,0.0002656738,0.0008597813,0.0004875894,0.0003215659,0.6440175,0.00005196971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.004602939,0.003431149,0.0004874079,0.001283321,0.0005292958,0.0004432384,0.9753432,0.0008914393,0.01298794],"genre_scores_gemma":[0.01253535,0.003612709,0.001985166,0.001165832,0.0002633265,0.001260547,0.9577918,0.0001609867,0.02122417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05669338,"threshold_uncertainty_score":0.1127267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07620777546163156,"score_gpt":0.3368565080959033,"score_spread":0.2606487326342717,"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."}}