{"id":"W2163349956","doi":"10.1086/374621","title":"Population‐Based Study of the Epidemiology of and the Risk Factors for Invasive<i>Staphylococcus aureus</i>Infections","year":2003,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; South Health Campus; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Epidemiology; Medicine; Population; Case fatality rate; Incidence (geometry); Internal medicine; Hemodialysis; Risk factor; Staphylococcus aureus; Intensive care medicine; Immunology; Environmental health; Biology","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":[0.0006939076,0.0003594075,0.0003263729,0.001161285,0.000478812,0.0006312095,0.0004180038,0.0006357891,0.000529949],"category_scores_gemma":[0.001666437,0.0005046846,0.0002800806,0.001302115,0.0003513808,0.0004813601,0.0004289217,0.0009215214,0.0001590268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008710407,"about_ca_system_score_gemma":0.0008443113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0462716,"about_ca_topic_score_gemma":0.04679671,"domain_scores_codex":[0.9994202,0.0001751436,0.0000385692,0.0000881652,0.0001530902,0.0001248865],"domain_scores_gemma":[0.999129,0.0001058271,0.0002500511,0.00007063316,0.0001989745,0.000245533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000049737,0.00006809097,0.9987417,0.0000043461,0.00004508946,0.00005301803,0.00006788628,0.00003424744,0.0001502731,0.000009244697,0.0001282262,0.0006480983],"study_design_scores_gemma":[0.000006623889,0.0000913772,0.9994839,0.000002455537,0.00001007736,0.0001118952,0.00008872569,0.00007648661,0.00001683758,0.000005976297,0.0001035885,0.000002086596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988458,0.0001664629,0.00009285296,0.00005176944,0.0000060533,0.0000228383,0.0005547002,0.000004128921,0.0002554093],"genre_scores_gemma":[0.9987831,0.0001436326,0.0001349243,0.00004486562,0.00001783067,0.00002190075,0.0007076425,0.000001429412,0.0001446181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0462716,"threshold_uncertainty_score":0.09200454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172080719263796,"score_gpt":0.2993800432505571,"score_spread":0.2776592360579191,"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."}}