{"id":"W4387610431","doi":"10.46747/cfp.6910696","title":"Influenza vaccination for the prevention of cardiovascular events","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Alberta Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Vaccination; Medicine; Acute coronary syndrome; Placebo; Immunology; Intensive care medicine; Internal medicine; Myocardial infarction; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001847471,0.0003676796,0.0008447716,0.0007445357,0.0007415928,0.0004171907,0.0004192225,0.001357838,0.005914544],"category_scores_gemma":[0.003527464,0.0001295941,0.0005480092,0.0006244152,0.0003458282,0.0002088335,0.0002715261,0.001690815,0.0009293164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003319395,"about_ca_system_score_gemma":0.008336255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3320595,"about_ca_topic_score_gemma":0.4575486,"domain_scores_codex":[0.9991686,0.0002497563,0.00003552432,0.00004445057,0.000364113,0.0001375519],"domain_scores_gemma":[0.9988807,0.0002221982,0.0001106558,0.00003296658,0.0004321615,0.0003213472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002068972,0.0005918261,0.01797193,0.002109948,0.0006245852,0.0003421581,0.000144791,0.0003939258,0.00250317,0.004512122,0.323144,0.6455925],"study_design_scores_gemma":[0.003180592,0.002216542,0.3458871,0.006212789,0.0009491004,0.000970309,0.0002126913,0.0008568465,0.0009336943,0.002701676,0.6357805,0.00009829116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02678693,0.7557023,0.0006380894,0.1397461,0.01158323,0.0002253407,0.001902623,0.000184652,0.06323078],"genre_scores_gemma":[0.3541072,0.552457,0.004812603,0.04617995,0.01764947,0.0002888639,0.001641063,0.0000372709,0.02282653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3320595,"threshold_uncertainty_score":0.6602533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340111172716645,"score_gpt":0.2828792428835154,"score_spread":0.2488681256118509,"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."}}