{"id":"W3197579730","doi":"10.1016/j.chom.2021.08.007","title":"Commensals make the most of their hosts","year":2021,"lang":"en","type":"letter","venue":"Cell Host & Microbe","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Host (biology); Microbiology; Commensalism; Vibrio cholerae; Microbiome; Virulence; Cholera toxin; Bacteria; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003475719,0.0009772521,0.001533485,0.0005908301,0.004431325,0.004479541,0.001167567,0.03167737,0.008082977],"category_scores_gemma":[0.01228341,0.0005912472,0.0009166853,0.0003994872,0.005099654,0.004409324,0.003168556,0.0310832,0.006350456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649283,"about_ca_system_score_gemma":0.003026216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005645609,"about_ca_topic_score_gemma":0.01026364,"domain_scores_codex":[0.9967257,0.00115997,0.0002009539,0.0002599649,0.001128584,0.0005249172],"domain_scores_gemma":[0.9936982,0.003020834,0.0004800672,0.0003280384,0.0009216407,0.001551291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001253617,0.00008087519,0.0009959541,0.00008197356,0.00002670406,0.001292939,0.0001988633,0.00005065288,0.000833658,0.006442403,0.966562,0.0233086],"study_design_scores_gemma":[0.00009085503,0.00008090761,0.0005790252,0.0001477459,0.00001622839,0.0006225187,0.0003658663,0.0000888904,0.0001435921,0.00734803,0.9904883,0.00002793904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005014564,0.005686702,0.0001242717,0.9738916,0.01542637,0.000008137473,0.00001777377,0.00002278951,0.004321025],"genre_scores_gemma":[0.006631922,0.004782081,0.0003650936,0.936454,0.04024298,0.00002271376,0.00002129796,0.00001947544,0.01146046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03167737,"threshold_uncertainty_score":0.0270403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772600598013001,"score_gpt":0.27107277468741,"score_spread":0.24334676870728,"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."}}