{"id":"W1967626030","doi":"10.1136/bmj.324.7350.1365","title":"Nottingham <i>Staphylococcus aureus</i> population study: prevalence of MRSA among elderly people in the community","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Catchment area; Carriage; Ethnic group; Population; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Environmental health; Geography; Biology; Pathology","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":[0.001303002,0.0001746257,0.000366879,0.0001193619,0.0001589584,0.00002046941,0.0003813086,0.00009353155,0.0001153605],"category_scores_gemma":[0.0006036604,0.0001340191,0.0001048144,0.000579363,0.0001141041,0.0001137934,0.0000726458,0.0005759539,0.00001619444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006492467,"about_ca_system_score_gemma":0.00002130849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679767,"about_ca_topic_score_gemma":0.003936389,"domain_scores_codex":[0.9978945,0.0005437676,0.0006101301,0.0002011378,0.000473913,0.0002765428],"domain_scores_gemma":[0.998206,0.0003795126,0.000295229,0.0009527385,0.0001153673,0.00005120207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007436368,0.001192259,0.9782411,0.000330704,0.00002131659,0.00002061592,0.009254098,0.00003051666,0.003694505,0.00001986172,0.00523712,0.00188347],"study_design_scores_gemma":[0.00101714,0.0005104728,0.9939607,0.0002589603,0.00007658567,0.000002459294,0.003187822,0.0001468231,0.0004168952,0.00003840455,0.0002530161,0.0001306605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936538,0.0001884444,0.00002485554,0.000756957,0.00007305284,0.002039077,0.00001524839,0.000040271,0.003208328],"genre_scores_gemma":[0.9989311,0.00003118017,0.0002171729,0.0002299385,0.00008932914,0.00007489195,0.000007763294,0.00002051855,0.0003981336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571959,"threshold_uncertainty_score":0.5465139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031192701837568,"score_gpt":0.3026595334046247,"score_spread":0.272347606386249,"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."}}