{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009322881,0.0004050589,0.000380875,0.0006702109,0.001831359,0.001344633,0.0004999647,0.00233598,0.06604876],"category_scores_gemma":[0.006798485,0.0001991064,0.0003642876,0.0004785723,0.0003942765,0.001652058,0.001053709,0.002953406,0.01516565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008171638,"about_ca_system_score_gemma":0.001973949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009927936,"about_ca_topic_score_gemma":0.0244869,"domain_scores_codex":[0.9993717,0.0001418485,0.0000594865,0.00006879403,0.0002228045,0.0001354842],"domain_scores_gemma":[0.9975464,0.0003480517,0.0002504657,0.00008584063,0.0007646137,0.001004623],"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":[0.00003810374,0.00002283105,0.003184616,0.0001679649,0.000006523383,0.0001205083,0.0002976744,0.000004078501,0.0001244236,0.0005687512,0.9575518,0.03791269],"study_design_scores_gemma":[0.0000177906,0.0001258662,0.02233974,0.0004037982,0.00001465001,0.0006209925,0.001504912,0.00001157663,0.00008470425,0.0004659241,0.9743955,0.00001440826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01386911,0.02647777,0.0006494032,0.5562303,0.2890346,0.0003021402,0.00558024,0.0004462699,0.1074102],"genre_scores_gemma":[0.08927392,0.05135127,0.002700386,0.4025435,0.0836378,0.0005571988,0.004901388,0.0002474207,0.364787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06604876,"threshold_uncertainty_score":0.2209551,"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."}}