{"id":"W3137038410","doi":"10.1093/eurheartj/ehab133","title":"Influenza vaccination: a ‘shot’ at INVESTing in cardiovascular health","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"National Heart, Lung, and Blood Institute; Sanofi Pasteur","keywords":"Medicine; Vaccination; Pandemic; Intensive care medicine; Context (archaeology); Disease; Population; Influenza vaccine; Observational study; Adverse effect; Immunology; Environmental health; Internal medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","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":[0.0106925,0.0008260813,0.001327224,0.001000767,0.00179657,0.005326801,0.001387786,0.01167947,0.01108252],"category_scores_gemma":[0.02784716,0.0004299435,0.0009671785,0.0005971811,0.006663737,0.01225112,0.003959939,0.01791149,0.005099555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472856,"about_ca_system_score_gemma":0.003411663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672789,"about_ca_topic_score_gemma":0.002653525,"domain_scores_codex":[0.9943653,0.003126931,0.0003670773,0.0004521672,0.001188089,0.0005003347],"domain_scores_gemma":[0.9835603,0.008964662,0.0009128546,0.001220993,0.00248259,0.002858499],"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":[0.0006109105,0.0002350683,0.001572544,0.001560964,0.0002311352,0.0004347308,0.0009358743,0.0003060784,0.001972248,0.06287503,0.6319735,0.2972919],"study_design_scores_gemma":[0.0002168226,0.0006628518,0.004140026,0.004458345,0.0001654585,0.0007688729,0.001946198,0.0004815357,0.000590679,0.106806,0.8796566,0.0001066752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001490174,0.06124962,0.001338569,0.8951125,0.03473786,0.00001808783,0.00006568027,0.0001126745,0.005874787],"genre_scores_gemma":[0.04389101,0.09508233,0.005320629,0.7757605,0.0677219,0.0000711313,0.0001265215,0.0001618462,0.01186431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01167947,"threshold_uncertainty_score":0.05654806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2541017404731688,"score_gpt":0.4279102522385623,"score_spread":0.1738085117653935,"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."}}