{"id":"W2325954590","doi":"","title":"How Common are Infection Severity Markers in Clostridium difficile Toxin Positive Patients","year":2008,"lang":"en","type":"article","venue":"","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical microbiology; Clostridium difficile; Microbiology; Medicine; Antimicrobial; Toxin; Biology; Antibiotics","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":[0.001236927,0.0003203597,0.0007466381,0.0016035,0.0004561685,0.001316808,0.0003807207,0.0008512801,0.004630378],"category_scores_gemma":[0.02096248,0.0002373097,0.0007686533,0.001742464,0.000335074,0.001868725,0.000408634,0.001190292,0.000959266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479475,"about_ca_system_score_gemma":0.0003754814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654392,"about_ca_topic_score_gemma":0.001898279,"domain_scores_codex":[0.9982932,0.0005594528,0.0002573145,0.0002684622,0.0003667308,0.0002548292],"domain_scores_gemma":[0.989917,0.003082113,0.00477737,0.0003030509,0.0007815961,0.001138847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395591,0.00003789285,0.981126,0.00007521835,0.0001267323,0.0001887495,0.00009368622,0.00005368958,0.0001504787,0.00007499874,0.00215557,0.01557749],"study_design_scores_gemma":[0.00002447128,0.0002673509,0.9925485,0.000205423,0.0002729353,0.003208682,0.0005650723,0.000487771,0.0002060837,0.0004087331,0.001774775,0.00003012081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660754,0.01838414,0.0007561051,0.005072912,0.0003197528,0.00003228179,0.001324151,0.00004110987,0.007994329],"genre_scores_gemma":[0.9959194,0.002346841,0.0002471354,0.000407203,0.0002182136,0.000008790929,0.0005396302,0.000009863174,0.0003029289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004630378,"threshold_uncertainty_score":0.01549017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216303011764014,"score_gpt":0.2664221080750817,"score_spread":0.2447918068986803,"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."}}