{"id":"W3107824758","doi":"10.1186/s13643-020-01526-z","title":"Detection of Fusobacterium nucleatum in feces and colorectal mucosa as a risk factor for colorectal cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Université de Montréal","keywords":"Medicine; Fusobacterium nucleatum; Colorectal cancer; Meta-analysis; Feces; Risk factor; Internal medicine; Gastroenterology; Fusobacterium; Oncology; Cancer; Microbiology; Bacteria; Bacteroides","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002534554,0.0009004098,0.03344214,0.0004904407,0.00009027914,0.00004221249,0.0001806197,0.0003877245,0.0001585241],"category_scores_gemma":[0.00630223,0.0004957375,0.004504502,0.00119387,0.000113385,0.0001156157,0.00007693009,0.0003977475,0.00002862437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063528,"about_ca_system_score_gemma":0.0002432225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009265275,"about_ca_topic_score_gemma":0.0002600045,"domain_scores_codex":[0.9900847,0.004181683,0.004353651,0.0007987528,0.000279128,0.00030209],"domain_scores_gemma":[0.9926563,0.001428699,0.004934783,0.0005456517,0.0001851382,0.0002494179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001280563,0.00005869113,0.00002873595,0.9263511,0.07241905,0.000007042816,0.0001324778,8.849363e-9,0.000001829169,0.000004970568,0.00001491459,0.0009683757],"study_design_scores_gemma":[0.0001939746,0.0003805391,0.00002363941,0.3105146,0.682682,0.0002414179,0.0000211349,0.000013291,0.000001263398,0.000003394558,0.005652742,0.0002719385],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002010313,0.9430801,0.00002116918,0.00003994486,0.00008584049,0.05586977,0.0006379309,0.00003729413,0.00002695662],"genre_scores_gemma":[0.001315063,0.9731005,0.00004318823,0.0001401516,0.0000322217,0.0251963,0.00004035013,0.00006097204,0.0000712016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6158364,"threshold_uncertainty_score":0.9997494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389134666227395,"score_gpt":0.3563268352076307,"score_spread":0.3024354885453567,"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."}}