{"id":"W4240522257","doi":"10.1097/01.npr.0000393080.47917.4c","title":"'Tis the season for Influenza","year":2006,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada)","funders":"","keywords":"Flu season; Influenza season; Influenza-like illness; Medicine; Health care; Respiratory illness; Disease; Infectious disease (medical specialty); Contagious disease; Pandemic; Virology; Coronavirus disease 2019 (COVID-19); Family medicine; Vaccination; Virus; Respiratory system; Influenza vaccine; Political science; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005281703,0.0001136425,0.0001361332,0.00003901318,0.000546544,0.00004694987,0.000124625,0.0000471647,0.0002166737],"category_scores_gemma":[0.0005955664,0.00005416276,0.0001014295,0.0001611906,0.0002077629,0.0001541108,0.00002154915,0.0002605124,0.0003708095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008408174,"about_ca_system_score_gemma":0.00008320407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002948538,"about_ca_topic_score_gemma":0.00004055062,"domain_scores_codex":[0.9989409,0.00008386291,0.0001650008,0.0001490737,0.0003647824,0.0002963394],"domain_scores_gemma":[0.9986472,0.0005714463,0.00008160245,0.0004018596,0.00025991,0.00003802267],"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":[0.001882381,0.0004701273,0.00495059,0.0001011426,0.0003967426,0.00001570768,0.001347394,0.0002571181,0.01259201,0.05871129,0.9104695,0.008805998],"study_design_scores_gemma":[0.001163264,0.0001086448,0.05501204,0.0000301709,0.0001448433,0.00003543281,0.0005689075,0.0001374674,0.002517909,0.003007565,0.9371851,0.00008867212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3415772,0.006481749,0.001735257,0.2478494,0.001020074,0.007134098,0.0002114316,0.0004697715,0.3935211],"genre_scores_gemma":[0.941295,0.00008341851,0.001115907,0.0200307,0.002828622,0.001442017,0.00005549287,0.00007816854,0.03307069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5997179,"threshold_uncertainty_score":0.476613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07211582027384021,"score_gpt":0.4022364018864468,"score_spread":0.3301205816126066,"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."}}