{"id":"W2074483970","doi":"10.3396/ijic.v3i2.2378","title":"Reducing hospital acquired Clostridium difficile associated diarrhoea in an acute care facility","year":2007,"lang":"en","type":"article","venue":"International journal of infection control","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Medicine; Timeline; Infection control; Outbreak; Intensive care medicine; C difficile; Acute care; Medical emergency; Attack rate; Emergency medicine; Health care; Microbiology; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081924,0.0002153237,0.000476196,0.0007531949,0.00007709314,0.00009053673,0.0002162246,0.0002117759,0.0002161668],"category_scores_gemma":[0.001063569,0.0001969778,0.0003425472,0.0003475273,0.00007711614,0.0003816719,0.00004253488,0.0005710917,0.00002045563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565461,"about_ca_system_score_gemma":0.0003928638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003431705,"about_ca_topic_score_gemma":0.0002025516,"domain_scores_codex":[0.9971002,0.0001192987,0.001021384,0.0002643135,0.001086179,0.0004085776],"domain_scores_gemma":[0.9963742,0.0002234776,0.0004734737,0.0001921067,0.002439556,0.0002971983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008227773,0.004120498,0.5535759,0.00004843023,0.001999167,0.003030875,0.002627498,0.001100934,0.3485357,0.0000463083,0.0009917363,0.07569518],"study_design_scores_gemma":[0.02888655,0.006375044,0.6610757,0.0005185947,0.000456452,0.0008237258,0.001368002,0.001532437,0.2955298,0.00004168475,0.002760624,0.0006313873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994494,0.0002008101,0.001216311,0.001214617,0.001864011,0.0003467135,0.0001064896,0.00003913984,0.0005179654],"genre_scores_gemma":[0.9985691,0.0001159558,0.00004028955,0.0001286354,0.0009798389,0.000006073847,0.00008419051,0.00001905107,0.00005687089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074998,"threshold_uncertainty_score":0.8032522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226882304195617,"score_gpt":0.3190026780652993,"score_spread":0.3067338550233432,"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."}}