{"id":"W7000203448","doi":"","title":"The Epidemiology of Community-Acquired Clostridium Difficile in the Niagara Region, Ontario, Canada, Between September 2011 and December 2013","year":2018,"lang":"en","type":"other","venue":"YorkSpace (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Disease; Incidence (geometry); Population; Public health; Risk assessment","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":[0.001871737,0.0006825809,0.0008664998,0.004253,0.004389758,0.002615548,0.002399747,0.0007642836,0.002432879],"category_scores_gemma":[0.01025499,0.000744733,0.001117889,0.01158763,0.001262311,0.0009118519,0.002081898,0.001011736,0.000281869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08832864,"about_ca_system_score_gemma":0.155309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985257,"about_ca_topic_score_gemma":0.9991693,"domain_scores_codex":[0.9965298,0.0001914778,0.0005260261,0.0005011585,0.001643359,0.000608225],"domain_scores_gemma":[0.9885826,0.0004583873,0.002758623,0.000192103,0.006732285,0.001276025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213476,0.00003748019,0.9478453,0.003176393,0.0002643871,0.0005418183,0.006015093,0.0002694397,0.0003816273,0.000587361,0.02262697,0.01803277],"study_design_scores_gemma":[0.00001418118,0.00002768032,0.9818116,0.001211482,0.0001128718,0.0001916708,0.003801023,0.0001350816,0.00008420959,0.00004644308,0.01252898,0.00003473401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.621946,0.08108817,0.001631927,0.01030687,0.000581327,0.001829147,0.2553885,0.0001710822,0.02705706],"genre_scores_gemma":[0.9273188,0.02859393,0.002910131,0.001926315,0.0001345958,0.000849792,0.02607007,0.00004903482,0.0121474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08832864,"threshold_uncertainty_score":0.6408721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03936986525996893,"score_gpt":0.2324841363207133,"score_spread":0.1931142710607444,"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."}}