{"id":"W4417201309","doi":"10.1158/1557-3265.earlyonsetca25-b035","title":"Abstract B035: Multilevel Insights into Obesity, Race/Ethnicity, and Survival in Early-Onset Colorectal Cancer in Georgia","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Obesity; Proportional hazards model; Cancer; Cohort; Marital status; Body mass index; Cohort study; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004906376,0.0002123447,0.0009643675,0.0006286305,0.0001498992,0.000039598,0.0002393829,0.0005057758,0.0001459825],"category_scores_gemma":[0.001922329,0.0001763091,0.0001962503,0.001147613,0.0006910723,0.00009945777,0.000413876,0.002799526,0.00002328356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008459152,"about_ca_system_score_gemma":0.003574923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09125259,"about_ca_topic_score_gemma":0.1185289,"domain_scores_codex":[0.9957946,0.00081347,0.0009319544,0.0007862383,0.0008722285,0.0008014903],"domain_scores_gemma":[0.9966081,0.002054491,0.00006502552,0.0004108085,0.0003641697,0.0004974428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001799679,0.0003806043,0.9484125,0.0004476074,0.00009387301,0.0001897848,0.000755537,0.00001515199,0.00012398,0.00002467761,0.0005541709,0.0472024],"study_design_scores_gemma":[0.004900996,0.0001751883,0.9895968,0.0007437739,0.00002584158,0.000002118323,0.000167853,0.0002450045,0.0003211206,0.0003625677,0.003300498,0.0001582065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983319,0.01200244,0.000004152418,0.002101561,0.0007543107,0.00116827,0.00002797309,0.00002738085,0.0005949054],"genre_scores_gemma":[0.9754506,0.02334076,0.00002500342,0.0002186309,0.0002925288,0.0002146299,0.00001049046,0.00002547258,0.000421865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0470442,"threshold_uncertainty_score":0.999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169337006683465,"score_gpt":0.5077404522054478,"score_spread":0.3908067515371014,"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."}}