{"id":"W3005650994","doi":"10.1038/s41564-020-0668-2","title":"Diarrhoeal events can trigger long-term Clostridium difficile colonization with recurrent blooms","year":2020,"lang":"en","type":"article","venue":"Nature Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Colonization; Clostridium difficile; Biology; Microbiology; Pathogen; Antibiotics; Subclinical infection; Infectious dose; Medicine; Immunology; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005815374,0.0003617642,0.0005712032,0.0006730532,0.0004736689,0.000824679,0.0002425638,0.001026296,0.002897893],"category_scores_gemma":[0.002065568,0.0002757575,0.0006623861,0.0004784935,0.0003820224,0.0005147078,0.001209162,0.0007829987,0.0009698378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006865856,"about_ca_system_score_gemma":0.0003079691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271235,"about_ca_topic_score_gemma":0.002063977,"domain_scores_codex":[0.9992344,0.000132409,0.00004859862,0.00009237608,0.0001896036,0.000302494],"domain_scores_gemma":[0.9985169,0.0002846346,0.000507256,0.0001135681,0.0001765105,0.0004012327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006851703,0.0006282983,0.4592215,0.000401965,0.0002254135,0.01818149,0.0006728287,0.0003260741,0.4690354,0.0006382759,0.003189156,0.04062791],"study_design_scores_gemma":[0.000098819,0.00270385,0.9450731,0.0001103387,0.0001134046,0.01745816,0.0009053815,0.0009095749,0.02608595,0.0007496952,0.005741195,0.00005053524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948362,0.001451244,0.0008249018,0.000264725,0.0000707276,0.00003565614,0.0001562883,0.00007233494,0.002287934],"genre_scores_gemma":[0.997085,0.0005817921,0.000670836,0.0002108145,0.0000659858,0.00001918632,0.0003993851,0.00001469859,0.0009523623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002897893,"threshold_uncertainty_score":0.009694397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408468152850407,"score_gpt":0.2780917038130801,"score_spread":0.2640070222845761,"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."}}