{"id":"W3162250233","doi":"10.1016/j.clcc.2021.05.003","title":"Prognostic and Predictive Value of Tumor Budding in Colorectal Cancer","year":2021,"lang":"en","type":"article","venue":"Clinical Colorectal Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Health Sciences North","funders":"National Institute for Health and Care Research","keywords":"Medicine; Internal medicine; Colorectal cancer; Lymphovascular invasion; Oncology; Tumor budding; Chemotherapy; Cancer; Stage (stratigraphy); Relative risk; Confidence interval; Metastasis","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":[0.0009635313,0.0002607146,0.0003391546,0.001045736,0.0005585853,0.001031712,0.0003893482,0.0005504345,0.002098846],"category_scores_gemma":[0.008025774,0.0001970262,0.0004762741,0.001123752,0.0005935624,0.0005680085,0.0005606678,0.0007599907,0.000194098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013449,"about_ca_system_score_gemma":0.0005071795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748418,"about_ca_topic_score_gemma":0.003164715,"domain_scores_codex":[0.9995813,0.0001481309,0.00005718213,0.00004161648,0.00009696572,0.00007476399],"domain_scores_gemma":[0.9957477,0.00179247,0.0009721381,0.0003609036,0.0004278801,0.0006987533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007396251,0.00001627544,0.9941273,0.00001958034,0.00005344257,0.000185934,0.00002804783,0.0001461026,0.0004937858,0.00006597717,0.00006608649,0.004057789],"study_design_scores_gemma":[0.00001967425,0.0001999671,0.9946852,0.00002783966,0.000193049,0.001358593,0.0003530082,0.001261145,0.0008140458,0.0003821813,0.0006931575,0.00001209143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941009,0.003197481,0.0002138203,0.0001706564,0.00005129055,0.00000877558,0.0001691822,0.00001016238,0.002077759],"genre_scores_gemma":[0.9992348,0.0003826529,0.0001122651,0.00001343945,0.0000238604,0.000001128774,0.00009844674,0.000002263708,0.0001311954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098846,"threshold_uncertainty_score":0.007021368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824075506464998,"score_gpt":0.3786934998800141,"score_spread":0.3404527448153641,"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."}}