{"id":"W2912707973","doi":"","title":"Clinical Effectiveness of High-Dose versus Standard-Dose Influenza Vaccination Among Veterans Health Administration Patients: A Retrospective Observational Cohort Study","year":2017,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Retrospective cohort study; Observational study; Vaccination; Pharmacoepidemiology; Cohort study; Administration (probate law); Cohort; Emergency medicine; Pediatrics; Internal medicine; Virology; Pharmacology","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":[0.002827227,0.0004241442,0.0008368152,0.0005633262,0.0006588604,0.00123514,0.0007873451,0.00102668,0.00145265],"category_scores_gemma":[0.007502488,0.0005534553,0.00175495,0.001119514,0.000553512,0.001044969,0.0005703002,0.001150959,0.0002448166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024945,"about_ca_system_score_gemma":0.0008237165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00798501,"about_ca_topic_score_gemma":0.00794006,"domain_scores_codex":[0.9968597,0.00141922,0.000341935,0.0007028144,0.0002525471,0.0004238853],"domain_scores_gemma":[0.9941846,0.001896494,0.002274072,0.0005925954,0.0003532509,0.0006990462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003340238,0.0002295268,0.9943638,0.00002330876,0.0007748511,0.00003708999,0.00007845491,0.00005339176,0.0001588449,0.00001992226,0.0001134127,0.0008070857],"study_design_scores_gemma":[0.0002343185,0.001506016,0.9966159,0.00001711757,0.0004843978,0.0001352487,0.0004053914,0.0003204383,0.00007382582,0.00003350028,0.0001601424,0.00001363085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990827,0.0004125574,0.00003160313,0.00003495402,0.00001242887,0.000008620004,0.0003145382,0.000001338576,0.000101312],"genre_scores_gemma":[0.9993339,0.000100725,0.00003998911,0.00005221372,0.00001510551,0.000009629061,0.0003906133,0.000001558735,0.00005614454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00798501,"threshold_uncertainty_score":0.01587701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203543029075961,"score_gpt":0.4460820411877237,"score_spread":0.3257277382801276,"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."}}