{"id":"W2169298842","doi":"10.1017/s0950268809991646","title":"Disease transmission model for community-associated <i>Clostridium difficile</i> infection","year":2010,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"Clostridium difficile; Clearance; Transmission (telecommunications); Disease; Medicine; Risk of infection; Public health; Intensive care medicine; Disease transmission; Infection control; Environmental health; Biology; Microbiology; Virology; Internal medicine; Pathology; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002366907,0.00117509,0.001086475,0.001812952,0.001107156,0.002220079,0.003208104,0.0022346,0.01230984],"category_scores_gemma":[0.004603212,0.0005047031,0.001841303,0.001065579,0.001316,0.002632337,0.001968955,0.002313579,0.001610205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543933,"about_ca_system_score_gemma":0.002999809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0743825,"about_ca_topic_score_gemma":0.03102117,"domain_scores_codex":[0.9989517,0.0004380581,0.00004928953,0.0001797105,0.0001324377,0.0002487693],"domain_scores_gemma":[0.9982002,0.0008861177,0.0002834134,0.0000637419,0.0003969064,0.0001696594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002663998,0.000275996,0.01694775,0.000249957,0.0002063294,0.001171043,0.001413979,0.6820519,0.001960471,0.2705709,0.008054246,0.01683109],"study_design_scores_gemma":[0.0001057813,0.0002004706,0.002674416,0.00008109052,0.0001514392,0.0006599693,0.0004765097,0.947569,0.0001865058,0.0419659,0.005861601,0.00006728734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2929237,0.003434635,0.5779623,0.01814189,0.0009374683,0.0009153947,0.00622152,0.0007968195,0.09866638],"genre_scores_gemma":[0.907926,0.002089766,0.02535891,0.0007253698,0.0002103222,0.0006559439,0.001343956,0.0001175728,0.06157211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0743825,"threshold_uncertainty_score":0.147899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06404147836569012,"score_gpt":0.3544468725839264,"score_spread":0.2904053942182363,"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."}}