{"id":"W4407285880","doi":"10.1093/jcag/gwae059.123","title":"A123 CNON-SHERBROOKE NODE: ADVANCING COLORECTAL CANCER RESEARCH WITH ORGANOIDS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Organoid; Colorectal cancer; Medicine; Node (physics); Oncology; Internal medicine; Cancer; Biology; Neuroscience; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003742418,0.0005997216,0.0004210622,0.001641793,0.00120925,0.002341718,0.001555595,0.001204974,0.0299791],"category_scores_gemma":[0.002931471,0.0003761026,0.0004453679,0.001101142,0.0009486516,0.0009643381,0.002516261,0.001444692,0.01061019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007432529,"about_ca_system_score_gemma":0.01233731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08064268,"about_ca_topic_score_gemma":0.1932587,"domain_scores_codex":[0.9984256,0.0002484411,0.00003107118,0.0001744877,0.000941815,0.0001785804],"domain_scores_gemma":[0.9944115,0.0004164352,0.0001315741,0.0003751092,0.002677029,0.001988343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001028753,0.0002434902,0.004015747,0.001435612,0.00006373439,0.0009796448,0.0008520259,0.003110466,0.1434887,0.02550276,0.4516844,0.3675947],"study_design_scores_gemma":[0.00008536551,0.0002962642,0.003144683,0.0004002455,0.00003170965,0.0006314067,0.0002623839,0.001904323,0.03689498,0.002041695,0.9542549,0.00005202229],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.133873,0.1096304,0.159219,0.08378845,0.01638081,0.003857224,0.02163756,0.01236959,0.4592439],"genre_scores_gemma":[0.3116207,0.07647804,0.1905532,0.009372925,0.001513524,0.001670346,0.01464049,0.00242249,0.3917283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08064268,"threshold_uncertainty_score":0.1603466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598187004124501,"score_gpt":0.3236129781577053,"score_spread":0.3076311081164603,"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."}}