{"id":"W2036616095","doi":"10.1016/j.ajic.2008.06.004","title":"Finding the gaps: An assessment of infection control surveillance needs in British Columbia acute care facilities","year":2008,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Surgical site infection prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Provincial Health Services Authority","funders":"","keywords":"Medicine; Infection control; Psychological intervention; Disease control; Clostridium difficile; Environmental health; Pneumonia; Medical emergency; Emergency medicine; Intensive care medicine; Nursing; Internal medicine; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.001025222,0.0001500364,0.0008099045,0.0003190621,0.0002097559,0.00007475229,0.00006524257,0.00008458484,0.0004618889],"category_scores_gemma":[0.0003018396,0.0001600037,0.0003934735,0.0008377195,0.0003408515,0.0003942035,0.00001161405,0.0005696706,0.000002230875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427919,"about_ca_system_score_gemma":0.0002651197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03226581,"about_ca_topic_score_gemma":0.01553182,"domain_scores_codex":[0.9973145,0.0007686225,0.0009784981,0.0001702688,0.000502889,0.0002651809],"domain_scores_gemma":[0.9972908,0.0004038067,0.001099174,0.0002024913,0.0008531213,0.0001505722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979011,0.0002191614,0.9605756,0.00002687948,0.0003070226,0.00005137977,0.0003559747,0.001408407,0.00081434,0.000004407999,0.0000635066,0.03597537],"study_design_scores_gemma":[0.006190951,0.002941554,0.9847637,0.0001426587,0.0001476436,0.002539324,0.0006325961,0.0005444948,0.00004352633,0.00001588904,0.001898314,0.0001393023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876407,0.0001485206,0.01057448,0.0001706827,0.0005393564,0.0004735515,0.00002995664,0.00003865686,0.0003840647],"genre_scores_gemma":[0.9987664,0.0005392771,0.00006534056,0.0002000211,0.0002548725,0.00003085691,0.000008585967,0.00001983089,0.0001147864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03583606,"threshold_uncertainty_score":0.9741784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009348097125090132,"score_gpt":0.29393499535667,"score_spread":0.2845868982315799,"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."}}