{"id":"W4393985885","doi":"10.14740/cii176","title":"Improving Influenza Vaccination Coverage: A Quality Improvement Project in Internal Medicine Clinic","year":2024,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Quality (philosophy); Medicine; Quality management; Virology; Operations management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02785162,0.0006005435,0.0006658498,0.001323401,0.002749797,0.001658815,0.001745442,0.0009556404,0.003573543],"category_scores_gemma":[0.0185456,0.0006833249,0.0009500518,0.001979412,0.001091624,0.001449438,0.003326926,0.00183578,0.0005358237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005128052,"about_ca_system_score_gemma":0.0218876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009786556,"about_ca_topic_score_gemma":0.01055845,"domain_scores_codex":[0.9818809,0.01134625,0.0009829211,0.00101709,0.002832017,0.001940892],"domain_scores_gemma":[0.9611642,0.004120827,0.004920442,0.002281267,0.006973239,0.02054011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004524366,0.03859053,0.5588113,0.001841556,0.0004968452,0.0004794939,0.00927606,0.001708465,0.003918155,0.0004983618,0.01843836,0.3614165],"study_design_scores_gemma":[0.003674853,0.02371192,0.9575524,0.0003989576,0.0002208074,0.0001732731,0.004369979,0.001844001,0.001091585,0.0001413878,0.006772901,0.00004785412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766799,0.0006352071,0.0025762,0.006948706,0.0001426814,0.008365334,0.001318713,0.000211122,0.003122225],"genre_scores_gemma":[0.9550552,0.00096968,0.02957833,0.002631702,0.0001918017,0.007989164,0.001902251,0.00004170397,0.001640158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785162,"threshold_uncertainty_score":0.1472952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435442245198325,"score_gpt":0.5481432210712333,"score_spread":0.3045989965514008,"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."}}