{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004815835,0.0002976436,0.000452894,0.002007328,0.006236682,0.002967071,0.00293456,0.001298038,0.002128815],"category_scores_gemma":[0.02285144,0.0006795527,0.0003192909,0.00368796,0.001449697,0.001615391,0.003641259,0.001774565,0.0001570406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02661336,"about_ca_system_score_gemma":0.05860193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8907211,"about_ca_topic_score_gemma":0.9402589,"domain_scores_codex":[0.9929858,0.001299948,0.0005957226,0.0003024361,0.002056618,0.00275941],"domain_scores_gemma":[0.9789793,0.004026894,0.003169052,0.0004066619,0.007878256,0.005539631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001893006,0.0004309026,0.8726549,0.0004646758,0.00006362378,0.0007342507,0.05441407,0.0004928494,0.0006761226,0.0006041311,0.006917419,0.06235776],"study_design_scores_gemma":[0.00001262446,0.0001272838,0.8998935,0.0004171058,0.00002070672,0.000141973,0.09538916,0.0008555979,0.000122214,0.0001595124,0.002828944,0.00003140426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905723,0.0006426664,0.00008789735,0.00452331,0.00001869186,0.0001226958,0.0003257074,0.00001182583,0.003694849],"genre_scores_gemma":[0.9978133,0.00060832,0.0003843055,0.0005010245,0.000006308147,0.00006456241,0.0001419136,0.000004445381,0.0004757441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092789,"threshold_uncertainty_score":0.2198449,"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."}}