{"id":"W4307925719","doi":"10.21203/rs.3.rs-2207998/v1","title":"Urinary Eubacterium sp. CAG:581 promotes non-muscle-invasive bladder cancer (NMIBC) development through ECM1/MMP9 pathway","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University; Peking University First Hospital; National Natural Science Foundation of China; McGill University","keywords":"Eubacterium; Biology; Urinary system; Bladder cancer; Cohort; Internal medicine; Cancer; Medicine; Endocrinology; Genetics; Bacteria","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":[0.0002787197,0.0003996289,0.0005189137,0.0003612528,0.0003005911,0.0006960412,0.0002214316,0.0005255655,0.003006986],"category_scores_gemma":[0.0005299331,0.000201729,0.0008032906,0.0004201713,0.0001834633,0.0002642895,0.0006214989,0.0005327358,0.0004963183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467878,"about_ca_system_score_gemma":0.0005152173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604129,"about_ca_topic_score_gemma":0.003908117,"domain_scores_codex":[0.9996737,0.00004710124,0.00002747894,0.00009681372,0.00008087917,0.00007398187],"domain_scores_gemma":[0.9998029,0.00003436363,0.00007353006,0.00001644498,0.00003758339,0.00003529394],"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":[0.002024001,0.0002833084,0.1630588,0.00155708,0.0003990388,0.0008967763,0.0002799742,0.002141007,0.7880334,0.0004656984,0.003978055,0.03688293],"study_design_scores_gemma":[0.0001215749,0.001903259,0.660573,0.0004657839,0.0009348874,0.002055619,0.00163172,0.01403326,0.2852457,0.00107057,0.03185839,0.0001062799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859116,0.004333059,0.002409051,0.0004767608,0.0001065896,0.00004414579,0.005138701,0.0001447634,0.001435259],"genre_scores_gemma":[0.9888474,0.001762739,0.002695549,0.0003105307,0.0000324995,0.00007314563,0.004395836,0.00004404014,0.00183819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003604129,"threshold_uncertainty_score":0.01005942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09128219574213459,"score_gpt":0.4037672862846455,"score_spread":0.3124850905425109,"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."}}