{"id":"W2399600501","doi":"","title":"Prevalence of Clostridium difficile in Canadian Rivers and Fate during Waste Water Treatment","year":2013,"lang":"en","type":"article","venue":"2013 Annual Meeting (July 28 - 31, 2013)","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Environmental science; Hydrology (agriculture); Waste management; Geology; Microbiology; Biology; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003438108,0.0004389053,0.0006304986,0.000571144,0.000190267,0.00005797797,0.000236486,0.0002472232,0.0005411527],"category_scores_gemma":[0.0001333316,0.0003306867,0.0001446135,0.0002699606,0.0002409792,0.0003256419,0.0001639702,0.0003796886,0.000532504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006293321,"about_ca_system_score_gemma":0.0003480991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3749821,"about_ca_topic_score_gemma":0.01400478,"domain_scores_codex":[0.9965903,0.0001075658,0.000689553,0.0006723843,0.0005109156,0.001429338],"domain_scores_gemma":[0.9980004,0.0001062935,0.0001228664,0.000560157,0.0003362243,0.0008741011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00072242,0.001073617,0.07202607,0.002539911,0.0003823253,0.0004615249,0.0082258,0.000425738,0.8808282,0.00002461085,0.02827527,0.005014509],"study_design_scores_gemma":[0.004388833,0.001285086,0.02191923,0.0008924669,0.0001649948,0.00009732034,0.001694926,0.0009272486,0.9594618,0.00002058647,0.008483874,0.0006636103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991985,0.0009518263,3.257772e-7,0.002640839,0.0001587195,0.001256925,0.0002217693,0.00004810476,0.002736483],"genre_scores_gemma":[0.9900302,0.002161376,0.0001375,0.00005544418,0.0002331876,0.0001138491,0.00004165808,0.00005691824,0.007169891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3609773,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214047514724744,"score_gpt":0.2493384555451733,"score_spread":0.2371979803979258,"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."}}