{"id":"W2737296930","doi":"10.1016/j.ajic.2017.05.022","title":"Methodology minute: Indirect standardization","year":2017,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Standardization; Quarter (Canadian coin); Emergency medicine; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02691765,0.002279431,0.001363816,0.004127086,0.00168459,0.005912529,0.002522092,0.001579375,0.08821629],"category_scores_gemma":[0.1083117,0.001785221,0.001968171,0.003280791,0.002089862,0.004521586,0.006767244,0.00310109,0.03329284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535631,"about_ca_system_score_gemma":0.005940354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463598,"about_ca_topic_score_gemma":0.001404592,"domain_scores_codex":[0.9592109,0.01775531,0.004494057,0.006623599,0.01052971,0.001386404],"domain_scores_gemma":[0.905838,0.02976649,0.005671103,0.03670546,0.02059647,0.001422462],"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":[0.001276036,0.000232187,0.009341028,0.001823492,0.0003511836,0.0001431775,0.001272331,0.001318869,0.007201063,0.06757347,0.2020271,0.7074401],"study_design_scores_gemma":[0.0004202221,0.0005235396,0.02174225,0.0005635294,0.0002897611,0.0008817554,0.0006809125,0.01076222,0.03476791,0.1040153,0.8250558,0.0002968426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007638285,0.0008713101,0.8952526,0.002008077,0.002589538,0.002172323,0.008163149,0.02538971,0.05591501],"genre_scores_gemma":[0.1147178,0.0009593631,0.7678723,0.002485308,0.002348584,0.007272963,0.01707284,0.02174178,0.0655291],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08821629,"threshold_uncertainty_score":0.2951129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465098786038677,"score_gpt":0.3777218865871549,"score_spread":0.3312120079832872,"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."}}