{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00315021,0.00008387123,0.0003723078,0.0007070001,0.000193819,0.00001441484,0.0003122237,0.0001053092,0.0001069506],"category_scores_gemma":[0.001451143,0.00005299586,0.00009079523,0.000657399,0.000243498,0.00006961363,0.00003894573,0.0007789757,0.000001896219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329622,"about_ca_system_score_gemma":0.003848297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01196303,"about_ca_topic_score_gemma":0.5691875,"domain_scores_codex":[0.9977254,0.0003129347,0.0003784261,0.0001211498,0.0008621555,0.0005998941],"domain_scores_gemma":[0.9973332,0.000167331,0.0003474738,0.000150657,0.001644922,0.0003564305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007527868,0.00003790141,0.9631234,0.00003620168,0.0001773211,0.00002849548,0.0002452842,0.00005449603,0.008859163,0.00003437433,0.02636,0.0002905673],"study_design_scores_gemma":[0.003757776,0.001732145,0.9827268,0.0005129558,0.0001145708,0.0001083522,0.0005080468,0.0000651333,0.002916132,0.00006521152,0.007457908,0.00003503903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361867,0.00006922743,0.00004039547,0.0612934,0.0005719293,0.0001963223,0.000007811409,0.000002624225,0.001631563],"genre_scores_gemma":[0.9935466,0.00009760312,0.0001907169,0.002566768,0.0002050882,0.00000494667,9.166367e-7,0.00000866942,0.003378675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5572245,"threshold_uncertainty_score":0.9946164,"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."}}