{"id":"W4225293668","doi":"10.1053/j.gastro.2022.04.049","title":"Refining the Risk of Lymph Node Metastasis in T1 Colorectal Adenocarcinoma","year":2022,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Tumor budding; Medicine; Colorectal cancer; Adenocarcinoma; Lymph node metastasis; Colorectal adenocarcinoma; Metastasis; General surgery; Resection; Lymphovascular invasion; Lymph node; Oncology; Cancer; Surgery; Internal medicine","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":[0.002273293,0.0002571354,0.00089589,0.0008888851,0.001258259,0.00168435,0.0009902942,0.00979632,0.002314929],"category_scores_gemma":[0.02196828,0.0003512445,0.0007294668,0.0009640245,0.001009902,0.001748449,0.0007962829,0.01064159,0.001425241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609485,"about_ca_system_score_gemma":0.003036121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128837,"about_ca_topic_score_gemma":0.02252835,"domain_scores_codex":[0.9982349,0.0007712057,0.000298098,0.0001263303,0.0003576403,0.0002119299],"domain_scores_gemma":[0.9919598,0.004430291,0.0006523928,0.0002453546,0.00149636,0.001215819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00038917,0.0002436179,0.2698909,0.0003307925,0.0001417604,0.01000757,0.00082571,0.0006606619,0.0009467792,0.002775776,0.5891801,0.1246073],"study_design_scores_gemma":[0.0007266194,0.001647885,0.2876743,0.003393046,0.0009263345,0.05648091,0.009186741,0.009259442,0.002276607,0.05401542,0.5740323,0.0003803724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01445446,0.003551177,0.0002144867,0.9720429,0.00411227,0.00001327587,0.0001526791,0.0000276364,0.005431079],"genre_scores_gemma":[0.231919,0.00837226,0.002004133,0.6689964,0.0826437,0.00006582866,0.0003647167,0.00006551101,0.005568521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0128837,"threshold_uncertainty_score":0.02561742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795387521924882,"score_gpt":0.2463610330939645,"score_spread":0.2284071578747156,"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."}}