{"id":"W4247035264","doi":"10.1017/s0195941700026072","title":"The Emerging Infectious Challenge of<i>Clostridium difficile</i>-Associated Disease in Massachusetts Hospitals: Clinical and Economic Consequences","year":2007,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Clostridium difficile; Emergency medicine; Cohort; Retrospective cohort study; Pediatrics; Internal medicine","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":[0.001169876,0.0003180857,0.000189933,0.001119093,0.0003933145,0.001226398,0.0004692909,0.000575526,0.001772425],"category_scores_gemma":[0.006206099,0.0002027805,0.0004051908,0.001011208,0.0003821553,0.001015892,0.0009437308,0.0004117566,0.0001846762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390132,"about_ca_system_score_gemma":0.001423993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03544269,"about_ca_topic_score_gemma":0.06983083,"domain_scores_codex":[0.9990553,0.0004628704,0.00006934535,0.00007350963,0.0001770321,0.0001620481],"domain_scores_gemma":[0.9949279,0.0005827465,0.003368657,0.00006334424,0.0005619854,0.0004955037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004862795,0.00002603309,0.9883446,0.00007540046,0.0001051455,0.0006531617,0.0001789478,0.0008303568,0.0001186442,0.0003112039,0.001946448,0.007361406],"study_design_scores_gemma":[0.00002002406,0.0001315968,0.9929554,0.0001844256,0.00006838208,0.0009177937,0.0008838684,0.001837339,0.0000546543,0.0002162611,0.002721428,0.000008685535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822925,0.007636375,0.0005423551,0.006488867,0.00005249104,0.0000343345,0.0009947612,0.00001074846,0.001947638],"genre_scores_gemma":[0.9958264,0.002663596,0.0003729848,0.0003469843,0.0001245874,0.00001627627,0.0004149411,0.000001445398,0.0002328141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03544269,"threshold_uncertainty_score":0.07047278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730613170767411,"score_gpt":0.3482940490874239,"score_spread":0.3209879173797498,"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."}}