{"id":"W3136137400","doi":"10.3390/curroncol28020125","title":"Clinicopathological Significances of Tumor–Stroma Ratio (TSR) in Colorectal Cancers: Prognostic Implication of TSR Compared to Hypoxia-Inducible Factor-1α Expression and Microvessel Density","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chungnam National University Hospital; Eulji University","keywords":"Stroma; Immunohistochemistry; Pathology; Perineural invasion; Microvessel; Metastasis; Medicine; Colorectal cancer; Biology; Cancer research; Oncology; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000423128,0.000160514,0.000147202,0.0008132837,0.0001865016,0.000238112,0.0001009285,0.0001823186,0.0008148002],"category_scores_gemma":[0.001095751,0.0001119797,0.0001667009,0.0004807406,0.000273208,0.000206007,0.0002199182,0.0001410605,0.0001327907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259569,"about_ca_system_score_gemma":0.0001173635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003835902,"about_ca_topic_score_gemma":0.0006779591,"domain_scores_codex":[0.999796,0.0000560393,0.00003557586,0.00004579446,0.0000392162,0.00002748204],"domain_scores_gemma":[0.9992049,0.0001846593,0.0003626973,0.00005538515,0.00008438537,0.0001079978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002257455,0.000007456899,0.9924327,0.00002078879,0.00003617127,0.000209715,0.00003632929,0.00005216447,0.004624741,0.00001725556,0.00003071664,0.002306137],"study_design_scores_gemma":[0.000005516599,0.00009569205,0.9960911,0.000003314282,0.00004347786,0.001994158,0.00008946288,0.0003195358,0.001050972,0.00003699019,0.000266061,0.000003726842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988049,0.0006398507,0.0002136175,0.00001369385,0.00000293981,0.000004350978,0.00007977759,0.000003888908,0.0002369549],"genre_scores_gemma":[0.9996562,0.00008758691,0.00008905966,0.000003117177,0.00000513036,0.000002916736,0.00008988976,8.123139e-7,0.00006526447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008148002,"threshold_uncertainty_score":0.00272578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06148457832136102,"score_gpt":0.3640512731455657,"score_spread":0.3025666948242047,"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."}}