{"id":"W7083578663","doi":"10.1017/ash.2025.418","title":"Antimicrobial Resistant Organism Admission Screening Adherence Using a Clinical Information System in a Provincial Healthcare System","year":2025,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Healthcare system; Hospital admission; Acute care; Infection control; Health care; Antimicrobial; Rehabilitation","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":[0.005023092,0.0002592843,0.0003515048,0.00138135,0.001803868,0.001723581,0.001133557,0.0003393418,0.0008624862],"category_scores_gemma":[0.01820862,0.0003497435,0.0004849175,0.004886627,0.0006774883,0.0005910514,0.001953377,0.0007876531,0.00009439706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03149585,"about_ca_system_score_gemma":0.04725319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9613271,"about_ca_topic_score_gemma":0.9520046,"domain_scores_codex":[0.9940339,0.001375686,0.0004600992,0.0004403294,0.002539745,0.001150263],"domain_scores_gemma":[0.9859347,0.002445558,0.003747117,0.000610598,0.004493202,0.002768815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009563097,0.0001384917,0.9870297,0.00004011219,0.00003206158,0.00003225079,0.0009386197,0.0004200402,0.0001007852,0.00004664679,0.0003716408,0.01075393],"study_design_scores_gemma":[0.00001520325,0.0001444237,0.9969242,0.00003242582,0.00001684918,0.00001978235,0.001147599,0.001356063,0.00005666683,0.00001898481,0.000259518,0.000008163001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981558,0.00008672225,0.0001092463,0.0002974896,0.000003170396,0.00009057455,0.00044329,0.00001149327,0.000802132],"genre_scores_gemma":[0.9989527,0.00008108239,0.0004095877,0.00006785654,0.000002619072,0.00002816294,0.0003081504,0.000001720315,0.0001480655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9613271,"threshold_uncertainty_score":0.2285195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09127396911802059,"score_gpt":0.4044046514903409,"score_spread":0.3131306823723203,"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."}}