{"id":"W2513400115","doi":"10.7748/ns.19.3.30.s46","title":"Responsibility for infection control","year":2004,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Infection control; Staphylococcus aureus; Medicine; Control (management); Cross infection; Methicillin-resistant Staphylococcus aureus; Intensive care medicine; Computer science; Biology; Artificial intelligence; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656485,0.0001021645,0.0002599844,0.0000602683,0.0008740007,0.000006779502,0.00004333933,0.0002599867,0.00003793226],"category_scores_gemma":[0.0004541906,0.00008939458,0.00007175778,0.00008176147,0.00005068682,0.00006699353,0.000004087699,0.0003507264,0.00002984389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203818,"about_ca_system_score_gemma":0.0008372683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003807328,"about_ca_topic_score_gemma":0.0007986758,"domain_scores_codex":[0.9983915,0.0003551676,0.0003927933,0.0002378064,0.0001884891,0.0004342561],"domain_scores_gemma":[0.9988188,0.0003192821,0.0001216612,0.0002499398,0.0003663007,0.0001239857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01516469,0.0006499976,0.05634459,0.004444424,0.0001721068,0.00001252151,0.08624051,0.0002999521,0.002404937,0.3676006,0.05067594,0.4159897],"study_design_scores_gemma":[0.01967894,0.002587729,0.1172625,0.005603108,0.00007925629,0.000007824508,0.008498289,0.00005331786,0.0003736858,0.1578072,0.6874631,0.0005850351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.739135,0.0007461603,0.1883562,0.04289028,0.006069566,0.004164147,0.0003705277,0.0005209677,0.01774707],"genre_scores_gemma":[0.9975101,0.00001880119,0.0008013797,0.0004742028,0.000720787,0.0001708332,0.000005922966,0.00002236958,0.000275637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6367872,"threshold_uncertainty_score":0.6722195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09186325228671675,"score_gpt":0.498630740621188,"score_spread":0.4067674883344712,"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."}}