{"id":"W2396279803","doi":"10.1055/s-0038-1634343","title":"Influenza Immunizations in the Elderly: A Continuous Quality Improvement Project","year":2000,"lang":"en","type":"article","venue":"Methods of Information in Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Quality management; Quality (philosophy); Virology; Pediatrics; Operations management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02359826,0.0004390556,0.0003488193,0.0008560051,0.001234937,0.001493924,0.0009019881,0.0004625626,0.0007447554],"category_scores_gemma":[0.02346969,0.0002786798,0.0005062533,0.001184411,0.0007095186,0.0006808641,0.001862962,0.0006798863,0.0001665914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004013875,"about_ca_system_score_gemma":0.02220307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02686841,"about_ca_topic_score_gemma":0.02711807,"domain_scores_codex":[0.990471,0.005124787,0.000830667,0.0004993379,0.002374377,0.0006999054],"domain_scores_gemma":[0.9746358,0.004215742,0.004797222,0.001592279,0.006277889,0.008481072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001309275,0.003679074,0.74885,0.0007692357,0.0002559278,0.0001007652,0.003057705,0.001735648,0.001221547,0.0002076106,0.005467745,0.2333454],"study_design_scores_gemma":[0.0007932742,0.006941161,0.9824328,0.0003436013,0.0001601797,0.00007696597,0.001496839,0.002177227,0.0007732164,0.00006828919,0.004712278,0.00002422303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881178,0.001036864,0.003004664,0.002864893,0.0001017663,0.001983893,0.001241371,0.0001291336,0.001519634],"genre_scores_gemma":[0.9816821,0.0007969822,0.01353634,0.0004624615,0.000123545,0.001449415,0.001438062,0.00001006154,0.0005009536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686841,"threshold_uncertainty_score":0.124801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348076353798766,"score_gpt":0.5185481481176746,"score_spread":0.383740512737798,"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."}}