{"id":"W2898831035","doi":"10.1097/ipc.0000000000000694","title":"The Dangers of Influenza and Benefits of Vaccination in Adults With Chronic Health Conditions","year":2018,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Vaccination; Disease; Intensive care medicine; Chronic disease; Chronic condition; Myocardial infarction; Health care; Diabetes mellitus; Stroke (engine); Environmental health; Immunology; 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":[0.003569451,0.0001533075,0.000330255,0.0005275765,0.0005524773,0.0008236662,0.000247477,0.0009391915,0.004517892],"category_scores_gemma":[0.02411399,0.0001836742,0.0006789393,0.0006907508,0.0003298366,0.001031387,0.0007526811,0.001239573,0.0002809273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427545,"about_ca_system_score_gemma":0.00111928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007763779,"about_ca_topic_score_gemma":0.01003322,"domain_scores_codex":[0.9980602,0.001074188,0.0002548244,0.0001352551,0.0002823235,0.0001931663],"domain_scores_gemma":[0.9898318,0.00430871,0.003545597,0.0002472408,0.001031449,0.001035209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454891,0.0004585219,0.9443467,0.001592074,0.001252092,0.0001145535,0.00113104,0.00009772788,0.0001484596,0.0009447145,0.003462398,0.04499691],"study_design_scores_gemma":[0.0001027667,0.0007639276,0.9893485,0.001700088,0.0006005886,0.0001909574,0.001528127,0.0001502821,0.00006992826,0.0008395462,0.004689399,0.00001575571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591648,0.105381,0.0002864297,0.02002703,0.0005081086,0.0001126301,0.002016115,0.000005074161,0.01249884],"genre_scores_gemma":[0.9837195,0.0133064,0.0002707653,0.001737038,0.0002869443,0.00005110496,0.0002794744,0.000001554762,0.0003472904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007763779,"threshold_uncertainty_score":0.01887733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08586884171341445,"score_gpt":0.4950106864746524,"score_spread":0.4091418447612379,"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."}}