{"id":"W7095802446","doi":"","title":"Spread and Epidemiology of Clostridium difficile","year":2016,"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":"Epidemiology; Outbreak; Incidence (geometry); Clostridium difficile; Diarrhea; Polymerase chain reaction; Molecular epidemiology","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":[0.0006225019,0.0002707209,0.0001902754,0.001887409,0.0003516519,0.001120144,0.0002862509,0.0005023317,0.001769018],"category_scores_gemma":[0.001420604,0.0001302589,0.0001883478,0.001134913,0.0005028663,0.0006302777,0.0007967281,0.0005202884,0.0003031115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113959,"about_ca_system_score_gemma":0.0006178931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02328114,"about_ca_topic_score_gemma":0.007908829,"domain_scores_codex":[0.9992638,0.0001938751,0.00005747895,0.0001715381,0.0001937263,0.0001195524],"domain_scores_gemma":[0.9990605,0.0001370365,0.0002988423,0.00004604317,0.0002511019,0.0002065561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002372078,0.0001155283,0.8550296,0.0002674857,0.00006984965,0.001544383,0.00100417,0.0009112366,0.00570077,0.001698795,0.002940895,0.1304801],"study_design_scores_gemma":[0.00004355423,0.0003703094,0.9680491,0.0003960564,0.00004141966,0.0036719,0.001885024,0.001196932,0.0004411331,0.00130968,0.02256328,0.00003159576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318896,0.050633,0.002319726,0.001957666,0.00008595306,0.00008178687,0.0006934906,0.0000461156,0.01229264],"genre_scores_gemma":[0.9875479,0.01037932,0.0006893882,0.0002495899,0.000138752,0.00001265093,0.0004957916,0.000004984402,0.0004816475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328114,"threshold_uncertainty_score":0.04629123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163415000246994,"score_gpt":0.335485553169988,"score_spread":0.2838514031675181,"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."}}