{"id":"W4383497898","doi":"10.1016/j.anaerobe.2023.102758","title":"Strain specificity in fusobacterial co-aggregation with colorectal cancer-relevant species","year":2023,"lang":"en","type":"article","venue":"Anaerobe","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fusobacterium nucleatum; Microbiology; Strain (injury); Biofilm; Biology; Colorectal cancer; Bifidobacterium animalis; Cancer; Lactobacillus; Genetics; Bacteria; Bifidobacterium","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":[0.0002911712,0.0002049926,0.0002352062,0.0004929728,0.0002468257,0.0003656451,0.0001333929,0.0002645214,0.001386364],"category_scores_gemma":[0.0008914015,0.0001383703,0.0002687751,0.0004470124,0.0001485274,0.0001672426,0.0004169895,0.0002253196,0.0002864207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831946,"about_ca_system_score_gemma":0.0001556828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105714,"about_ca_topic_score_gemma":0.002333172,"domain_scores_codex":[0.9994218,0.000134541,0.00006647554,0.0001063153,0.0001225283,0.0001484194],"domain_scores_gemma":[0.9994271,0.0001062932,0.0001557372,0.00005055882,0.0001692941,0.00009112026],"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":[0.0008272411,0.0001046346,0.08760681,0.00009364358,0.00006109313,0.0003952143,0.000177965,0.0001474577,0.9056389,0.0001407852,0.0002233757,0.004582912],"study_design_scores_gemma":[0.00001198235,0.001058089,0.7310587,0.00003449399,0.0001093976,0.003579812,0.001073804,0.001648287,0.2582979,0.0001442635,0.002961368,0.00002188792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982133,0.0002974741,0.0002498613,0.00003297557,0.00001452743,0.0000132482,0.0001632862,0.000007187113,0.001008195],"genre_scores_gemma":[0.9989868,0.000112369,0.000306616,0.00003243568,0.000007667004,0.00000709791,0.0002363414,0.000004140261,0.0003066669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002105714,"threshold_uncertainty_score":0.004637897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803120516815811,"score_gpt":0.2797132848443855,"score_spread":0.2616820796762274,"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."}}