{"id":"W2443549234","doi":"","title":"Beat Those Bugs! Implementing contact precautions in community dialysis units for closer-to-home care.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care","funders":"","keywords":"Medicine; Infection control; Dialysis; Health care; Medical emergency; Nursing; Intensive care medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117325,0.0004554635,0.0002468482,0.0005830653,0.00347953,0.001369447,0.001522939,0.001581585,0.006537072],"category_scores_gemma":[0.02836195,0.0004817406,0.0005947361,0.0003441807,0.001231024,0.001876536,0.004557241,0.002374389,0.0005077653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255896,"about_ca_system_score_gemma":0.01844719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011706,"about_ca_topic_score_gemma":0.02291966,"domain_scores_codex":[0.9929704,0.004366801,0.0002678704,0.0002197796,0.001348726,0.0008264334],"domain_scores_gemma":[0.9764498,0.004868121,0.002801553,0.001189583,0.002416768,0.01227421],"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":[0.0004821393,0.007159265,0.05577414,0.001111115,0.00009896835,0.0003267847,0.006156958,0.0004328106,0.002321223,0.002026316,0.1116909,0.8124194],"study_design_scores_gemma":[0.004337873,0.02908462,0.5448876,0.004572469,0.0004281146,0.001201611,0.03101904,0.003862669,0.0107612,0.00738241,0.3620583,0.0004040675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6588407,0.006055683,0.02931419,0.2458793,0.004056167,0.009846563,0.0008160508,0.002586443,0.04260477],"genre_scores_gemma":[0.8319815,0.002119278,0.1026198,0.04522729,0.0007158048,0.004098842,0.000565935,0.0001503947,0.01252125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117325,"threshold_uncertainty_score":0.06204814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060084955531252,"score_gpt":0.3389558886410159,"score_spread":0.2783550390857034,"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."}}