{"id":"W2078391924","doi":"10.1017/ice.2015.90","title":"Outbreak of <i>Clostridium difficile</i> Infections at an Outpatient Hemodialysis Facility—Michigan, 2012–2013","year":2015,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Portage College","funders":"National Institutes of Health","keywords":"Clostridium difficile; Outbreak; Infection control; Medicine; Hemodialysis; Transmission (telecommunications); Dialysis; C difficile; Intensive care medicine; Emergency medicine; Environmental health; Internal medicine; Microbiology; Virology; Biology; Antibiotics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001515016,0.000379841,0.001328637,0.0003412279,0.0001978951,0.00001446761,0.00009648639,0.0004528912,0.0001593406],"category_scores_gemma":[0.002758955,0.0003223807,0.0003560813,0.0003503506,0.0004835479,0.0002215985,0.0001461371,0.0005231075,0.0001354586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431638,"about_ca_system_score_gemma":0.0002046298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004422683,"about_ca_topic_score_gemma":0.00102794,"domain_scores_codex":[0.9965904,0.0006211728,0.001100527,0.0007009961,0.0003209736,0.0006659068],"domain_scores_gemma":[0.9966577,0.0008240174,0.0003868857,0.0005912374,0.0006930066,0.0008470972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002285573,0.004386825,0.9366297,0.0002283646,0.0008212077,0.00002550005,0.00096119,0.001243296,0.01974311,0.0006664958,0.01584413,0.01716466],"study_design_scores_gemma":[0.0459429,0.05973894,0.5573225,0.000224836,0.002990279,0.0009320866,0.001081006,0.01939662,0.03948753,0.002451754,0.2674966,0.002935005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889818,0.001392148,0.001081664,0.005629739,0.0007065819,0.0008744382,0.0002482709,0.0001385893,0.0009467222],"genre_scores_gemma":[0.9974975,0.0007341354,0.00006838804,0.0005126986,0.0003840683,0.0001157712,0.0002150913,0.0000253643,0.0004470088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793072,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900482064076987,"score_gpt":0.3129672870567182,"score_spread":0.2739624664159483,"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."}}