{"id":"W4391873530","doi":"10.1093/jcag/gwad061.152","title":"A152 THE RISK OF UNFAVORABLE HISTOLOGIC FEATURES, LYMPH NODE METASTASIS AND METACHRONOUS ADVANCED NEOPLASIA IN PATIENTS WITH COLORECTAL INTRAMUCOSAL CARCINOMA","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université de Montréal; University of Ottawa","funders":"","keywords":"Medicine; Lymph node metastasis; Colorectal cancer; Lymph node; Distant metastasis; Carcinoma; Internal medicine; Oncology; Radiology; Metastasis; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006018931,0.0001208441,0.0004711951,0.0002524543,0.00006643686,0.0000135293,0.0001409793,0.00008517972,0.00001425716],"category_scores_gemma":[0.0002727404,0.0000657651,0.0001555554,0.0002176249,0.0001178705,0.00007325139,0.00002589605,0.0004478729,3.017919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093086,"about_ca_system_score_gemma":0.0005507669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005900951,"about_ca_topic_score_gemma":0.1876247,"domain_scores_codex":[0.9986383,0.0003125797,0.0003994477,0.0001154786,0.0002764969,0.0002577421],"domain_scores_gemma":[0.9987825,0.0001401656,0.000608433,0.0001001954,0.0002438579,0.0001248567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001315301,0.00005221879,0.9967675,0.00003482878,0.0003699063,0.00002747721,0.0002441315,0.0001457317,0.00009237724,0.00003042291,0.0004759181,0.0004441632],"study_design_scores_gemma":[0.002184769,0.001726824,0.9947712,0.00006613023,0.0005127348,0.0001334539,0.00009496458,0.0001105348,0.00007377985,0.00006028307,0.0002294655,0.00003588056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936395,0.0004204212,0.000004824141,0.005327843,0.0002556608,0.0001741236,0.00009553671,0.000002428972,0.0000796485],"genre_scores_gemma":[0.9994476,0.00003113117,0.0001393858,0.0002607791,0.00003611873,0.000002531711,0.000007001878,0.00001012836,0.00006535555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1817237,"threshold_uncertainty_score":0.8920512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003137951304390173,"score_gpt":0.1870572224127008,"score_spread":0.1839192711083106,"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."}}