{"id":"W2883154091","doi":"10.14745/ccdr.v41is5a01","title":"Using bugs as drugs: Microbial ecosystem therapeutics","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Guelph","funders":"","keywords":"Ecosystem; Clostridium difficile; Redress; Gut flora; Human health; Microbiome; Dysbiosis; Antibiotics; Biology; Ecology; Medicine; Microbiology; Environmental health; Bioinformatics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001293852,0.0006559739,0.0006659114,0.001508888,0.0008295588,0.00231629,0.0005837295,0.001812341,0.00860612],"category_scores_gemma":[0.001826253,0.0002342725,0.0004779249,0.0009135612,0.001427018,0.002132156,0.001426789,0.002315848,0.002085192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954408,"about_ca_system_score_gemma":0.002263373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004555331,"about_ca_topic_score_gemma":0.01267264,"domain_scores_codex":[0.9987526,0.0002507671,0.00006931298,0.0001266841,0.000657758,0.0001427902],"domain_scores_gemma":[0.9987221,0.0002569559,0.0002716232,0.00006092478,0.0003417311,0.0003467189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004873026,0.0004151516,0.001942163,0.0033661,0.00008775652,0.0006143333,0.000366788,0.0001969641,0.02463708,0.03389985,0.1067195,0.8272671],"study_design_scores_gemma":[0.0001353278,0.001226455,0.002419391,0.001340254,0.00007514131,0.001342888,0.0002800965,0.000224993,0.01012464,0.004540666,0.9782442,0.0000460003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01892656,0.8339489,0.008593256,0.06547981,0.008785804,0.0002018665,0.0004432518,0.0006565075,0.0629639],"genre_scores_gemma":[0.1524993,0.7118248,0.02633206,0.0363922,0.005012115,0.0002564574,0.0005135973,0.0002034603,0.06696592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00860612,"threshold_uncertainty_score":0.0287903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0906547824844536,"score_gpt":0.3411413440997377,"score_spread":0.2504865616152842,"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."}}