{"id":"W2568617205","doi":"10.1017/ice.2016.321","title":"Active Surveillance for Influenza Reduces but Does Not Eliminate Hospital Exposure to Patients With Influenza","year":2017,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Toronto General Hospital; University of Toronto; North York General Hospital; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Outbreak; Infection control; Hospital admission; Emergency medicine; Public health; Pediatrics; Internal medicine; Intensive care medicine; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008046083,0.0002340653,0.0002400111,0.0004255068,0.0002450754,0.0005303336,0.0004035312,0.0004413085,0.0008059143],"category_scores_gemma":[0.006564206,0.000159228,0.0002681176,0.0003380764,0.0002921082,0.0004361462,0.000451081,0.0003316629,0.0001055066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007099761,"about_ca_system_score_gemma":0.001145821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02311829,"about_ca_topic_score_gemma":0.03900057,"domain_scores_codex":[0.9989231,0.0004208311,0.00009682188,0.0001207538,0.0002552044,0.000183303],"domain_scores_gemma":[0.9971923,0.0006020483,0.001258226,0.0001299824,0.000269778,0.0005478085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009977357,0.00003830028,0.9872985,0.00004827142,0.00003986034,0.00004962479,0.00009557276,0.0000572134,0.0003496378,0.00002159017,0.0003594996,0.01154212],"study_design_scores_gemma":[0.000004750983,0.0001259629,0.9992425,0.00002275449,0.00001780995,0.0001077266,0.00008460265,0.0001291416,0.00004831914,0.000006209666,0.0002089294,0.000001330247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954125,0.002100068,0.0002845746,0.0006055573,0.00002482231,0.00002170214,0.0002933698,0.00002006253,0.001237356],"genre_scores_gemma":[0.998796,0.0005723861,0.0001574296,0.0001080033,0.00005277271,0.00000670599,0.000226082,0.000001458536,0.00007919872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311829,"threshold_uncertainty_score":0.04596746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334371650293033,"score_gpt":0.369622225724057,"score_spread":0.3262785092211266,"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."}}