{"id":"W4390729726","doi":"10.1002/ueg2.12521","title":"Lymph node metastases and recurrence in pT1 colorectal cancer: Prediction with the International Budding Consortium Score—A retrospective, multi‐centric study","year":2024,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"KWF Kankerbestrijding; Krebsliga Schweiz","keywords":"Medicine; Colorectal cancer; Lymph node; Retrospective cohort study; Tumor budding; Cancer; General surgery; Lymph node metastasis; Oncology; Internal medicine; 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":[0.001505546,0.0003773101,0.0003651885,0.001175997,0.0003049716,0.0006510569,0.0004254344,0.0004094217,0.000566262],"category_scores_gemma":[0.002691686,0.0002869504,0.0004991657,0.001035197,0.00033553,0.0003942327,0.000644486,0.0003778522,0.0001626841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379278,"about_ca_system_score_gemma":0.0003120203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004004314,"about_ca_topic_score_gemma":0.004433504,"domain_scores_codex":[0.999273,0.0001996232,0.00006624174,0.000231463,0.0001625258,0.00006714484],"domain_scores_gemma":[0.9981774,0.0003265745,0.000617819,0.0003416164,0.0002126435,0.0003239261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248108,0.000008581068,0.9990627,0.000004310843,0.00003879019,0.00003592216,0.00002126843,0.00005805281,0.00007803179,0.000004339485,0.00002646475,0.000536732],"study_design_scores_gemma":[0.00001076177,0.0001336581,0.9987078,0.000005873594,0.00005643699,0.0003409258,0.00007736477,0.0004576303,0.00008571205,0.000009247142,0.0001101326,0.000004551136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994383,0.000161356,0.00008774823,0.000007797715,0.000001799302,0.00001094587,0.0001466198,0.000001762494,0.0001437339],"genre_scores_gemma":[0.9995177,0.0000473369,0.00007433537,0.000004848287,0.00000322952,0.000006558819,0.0003103327,0.000001474601,0.00003435501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004004314,"threshold_uncertainty_score":0.007962167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214869187806731,"score_gpt":0.2783997574353811,"score_spread":0.256912838654708,"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."}}