{"id":"W4417202207","doi":"10.1158/1557-3265.earlyonsetca25-pr013","title":"Abstract PR013: Distinct Oral Bacterial Signatures in Rectal Cancer Tumors Associated with Age of Onset and Treatment Response","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fusobacterium nucleatum; Colorectal cancer; Bacteroides fragilis; Prevotella; Fusobacterium; Microbiome; Bacteroides; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002272023,0.0002069429,0.0005100272,0.0005115187,0.0002168596,0.000536383,0.0001349414,0.0002490245,0.001945154],"category_scores_gemma":[0.0007231161,0.0001363436,0.0003859144,0.0009261788,0.0001792329,0.0002005807,0.0003850875,0.0003880032,0.0003870825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235808,"about_ca_system_score_gemma":0.0002087965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189577,"about_ca_topic_score_gemma":0.002679896,"domain_scores_codex":[0.9997435,0.00004398755,0.0000244321,0.00008250026,0.00004881904,0.00005671009],"domain_scores_gemma":[0.9995438,0.00006401693,0.0002124608,0.00002961619,0.00007331238,0.00007681357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001874637,0.00005216457,0.922561,0.0001363949,0.0001401983,0.0002372017,0.0001521178,0.0002093323,0.06069715,0.00003465236,0.0005884998,0.01331666],"study_design_scores_gemma":[0.000007680108,0.0002416897,0.9957209,0.00001242812,0.00006248014,0.0004320013,0.0002470004,0.0003687983,0.002134578,0.00003055152,0.0007351292,0.000006817611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962727,0.0007213392,0.0004556853,0.00006762584,0.00001006197,0.00001525943,0.002067358,0.00001851904,0.0003714633],"genre_scores_gemma":[0.9963531,0.0001965702,0.0005990731,0.00007849627,0.00001127441,0.00002455108,0.002195447,0.00001448389,0.0005268315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189577,"threshold_uncertainty_score":0.006507218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0914458160654076,"score_gpt":0.4862841877622393,"score_spread":0.3948383716968317,"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."}}