{"id":"W4388204066","doi":"10.1200/op.2023.19.11_suppl.533","title":"Impact of the IDEA collaboration study on practice patterns of adjuvant chemotherapy in patients with stage III colon cancer: A population-based study.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oxaliplatin; Medicine; Capecitabine; Colorectal cancer; Internal medicine; Stage (stratigraphy); Cohort; Population; Cancer; Retrospective cohort study; Chemotherapy; Surgery; Gastroenterology","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":[0.0007906351,0.0002080854,0.0006391385,0.0002048376,0.00006771633,0.000009665823,0.0001224823,0.00010513,0.00006790926],"category_scores_gemma":[0.001399847,0.0001317,0.00007236029,0.001483288,0.00003108789,0.0002627826,0.00004361651,0.0003189259,0.000004416377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679051,"about_ca_system_score_gemma":0.001006714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104671,"about_ca_topic_score_gemma":0.005094825,"domain_scores_codex":[0.9971352,0.001004077,0.0005405878,0.0003561476,0.0007397695,0.0002242754],"domain_scores_gemma":[0.9953647,0.002332155,0.001103972,0.0004572136,0.0006744733,0.00006751178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03892968,0.01852279,0.9351853,0.00002291405,0.0005795512,0.00008553344,0.00301868,0.001510545,0.00003293066,0.000002809261,0.00004522371,0.002064038],"study_design_scores_gemma":[0.02651155,0.03307733,0.9340596,0.00007215671,0.0004475004,0.000001221169,0.005213707,0.00009531352,0.00005147615,8.217495e-7,0.000369595,0.00009978069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992236,0.00001329842,0.000001521681,0.002199992,0.0001761324,0.004885799,0.0000808882,0.00003186749,0.0003744786],"genre_scores_gemma":[0.9989852,0.00001309343,0.00004002235,0.0004021708,0.00002419537,0.0003749112,0.00003898919,0.00002985519,0.00009151066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455454,"threshold_uncertainty_score":0.9955388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328320898161634,"score_gpt":0.4130347003749505,"score_spread":0.3897514913933341,"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."}}