{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00153031,0.0007000322,0.001224021,0.0007517962,0.0006819428,0.00002262387,0.002226938,0.0008649549,0.001250208],"category_scores_gemma":[0.0001765123,0.0005253563,0.0001773006,0.001028747,0.00195001,0.00008500752,0.0006083232,0.001234952,0.0004058504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072372,"about_ca_system_score_gemma":0.00129686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778662,"about_ca_topic_score_gemma":0.999352,"domain_scores_codex":[0.9930058,0.004644901,0.0004938627,0.000510946,0.0004046308,0.0009399207],"domain_scores_gemma":[0.9928861,0.00339843,0.001264713,0.002085492,0.000139519,0.000225714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110754,0.00005809385,0.05437589,0.00003398235,0.000306458,0.00003867696,0.001112215,0.000008078967,0.000001334761,0.0009169482,0.9429916,0.00004595075],"study_design_scores_gemma":[0.0008421214,0.0001061022,0.02327383,0.0002196261,0.00028903,0.00001596119,0.003567923,0.00000316771,0.000004268432,0.00008929444,0.9710909,0.0004978554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04966156,0.002250457,0.00006468271,0.003055486,0.0005573898,0.001699963,0.0004452445,0.0001807027,0.9420845],"genre_scores_gemma":[0.01672718,0.0002781011,0.0001519316,0.000201463,0.0002265397,0.000004261366,0.0001939618,0.0004309253,0.9817857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03970113,"threshold_uncertainty_score":0.9997198,"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."}}