{"id":"W2034742590","doi":"10.1086/502146","title":"Use of, Effectiveness of, and Attitudes Regarding Influenza Vaccine Among House Staff","year":2003,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Vaccination; Absenteeism; Influenza vaccine; Family medicine; Influenza season; Pediatrics; Immunology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002123587,0.0001883034,0.001085883,0.000207494,0.00009585793,0.000006360082,0.00002422042,0.0001703127,0.000006159785],"category_scores_gemma":[0.01273347,0.0001453791,0.000110156,0.0001393181,0.0004102068,0.000210939,0.0000454477,0.0002431266,0.000001456619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003979811,"about_ca_system_score_gemma":0.00003750568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253323,"about_ca_topic_score_gemma":0.00004948358,"domain_scores_codex":[0.9978225,0.0009097257,0.000552867,0.0003071478,0.00009752622,0.0003102643],"domain_scores_gemma":[0.9947104,0.004387512,0.0002561548,0.0001909796,0.0003268789,0.0001281126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006327878,0.0001372476,0.9895407,0.0005622178,0.00044657,0.000004863786,0.00007110906,0.0001495424,0.002250147,0.004322723,0.00003631732,0.001845784],"study_design_scores_gemma":[0.004169105,0.0018955,0.9901993,0.0002423087,0.0001306352,0.00001869656,0.00001375843,0.000155342,0.0007628649,0.0005013671,0.001785508,0.0001256343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942085,0.003604072,0.00114571,0.0000800101,0.0001095638,0.0006589299,0.000009586472,0.0000516511,0.0001319514],"genre_scores_gemma":[0.9979473,0.001484466,0.0002783434,0.000166771,0.00003659895,0.00005374384,0.000001269519,0.00001980731,0.00001172667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060988,"threshold_uncertainty_score":0.9955827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368841403385022,"score_gpt":0.3773743129730635,"score_spread":0.3036858989392133,"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."}}