{"id":"W2272267708","doi":"","title":"Hospital-acquired C. difficile lengthens hospital stay, study shows","year":2011,"lang":"en","type":"article","venue":"Formulary News Capsules","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; Duration (music); Emergency medicine; University hospital; Medical emergency; Antibiotics; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467116,0.0003785742,0.0005104138,0.0004339019,0.0003710659,0.0005692977,0.0002835339,0.0005659536,0.004087683],"category_scores_gemma":[0.005365136,0.0001662317,0.001463148,0.0009845519,0.0001671654,0.0003393212,0.0002456124,0.001078439,0.0004985915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009381688,"about_ca_system_score_gemma":0.001453804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007552243,"about_ca_topic_score_gemma":0.02556858,"domain_scores_codex":[0.9987909,0.0003887863,0.0001262453,0.0001283526,0.0004061217,0.0001596742],"domain_scores_gemma":[0.9899371,0.002733561,0.004009258,0.0004698168,0.001600619,0.001249719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04613151,0.002182617,0.7439085,0.00478819,0.008847574,0.0008825742,0.0003866091,0.0002787672,0.009526927,0.0003092502,0.01365795,0.1690996],"study_design_scores_gemma":[0.0006703414,0.008331084,0.9717485,0.0002052441,0.002473992,0.0009687439,0.0001286498,0.0001110016,0.002588714,0.00007514146,0.01267346,0.00002515153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221983,0.05719053,0.0006042224,0.002455355,0.0006827359,0.0000966907,0.003282036,0.00005290347,0.01343725],"genre_scores_gemma":[0.9833845,0.009053255,0.0006974586,0.0009583308,0.0003557198,0.00002911912,0.001665803,0.00001684384,0.003839097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007552243,"threshold_uncertainty_score":0.01501656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03989074963373588,"score_gpt":0.2767229826597774,"score_spread":0.2368322330260415,"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."}}