{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008910644,0.0003013573,0.0003133349,0.001064587,0.0007769787,0.0007539521,0.0008276074,0.0004639463,0.002184354],"category_scores_gemma":[0.002532532,0.00025225,0.001008072,0.002064675,0.0003787455,0.0003438647,0.001354331,0.0008829407,0.0003332832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793236,"about_ca_system_score_gemma":0.002421425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2118631,"about_ca_topic_score_gemma":0.3406088,"domain_scores_codex":[0.9994999,0.000164189,0.00002763483,0.0001458864,0.00004985786,0.0001124938],"domain_scores_gemma":[0.9985892,0.0002461342,0.0004415433,0.0001692572,0.0002356057,0.0003182766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006873257,0.00003177975,0.996274,0.00003326614,0.0001385246,0.00005192513,0.0002263226,0.000241009,0.0001484401,0.00007802694,0.0008310861,0.001876814],"study_design_scores_gemma":[0.000002928941,0.00003319174,0.9984068,0.00002660655,0.00006491974,0.00003542558,0.0003634685,0.0005941243,0.00002316721,0.00006441742,0.0003795561,0.000005347432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935966,0.0002318951,0.0003350793,0.000392738,0.00001644717,0.00003022747,0.004596613,0.00001722605,0.0007831498],"genre_scores_gemma":[0.9974489,0.0000909772,0.0004814734,0.00008674848,0.000007063017,0.00003276113,0.00152102,0.00000575523,0.0003253371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118631,"threshold_uncertainty_score":0.4212599,"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."}}