{"id":"W4417209366","doi":"10.1158/1557-3265.earlyonsetca25-b029","title":"Abstract B029: Clinical and Sociodemographic Associations Between Early-Onset and Late-Onset Colorectal Cancer in a U.S.–Mexico Border Population","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; Incidence (geometry); Comorbidity; Population; Cancer; Young adult; Population based study; Family history","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":[0.0002597465,0.0001880513,0.0001552994,0.0006175125,0.0006576387,0.0005359969,0.0002571236,0.000295379,0.00223122],"category_scores_gemma":[0.0008430856,0.0001733222,0.0002286989,0.0007212871,0.0001428949,0.0003199193,0.0003673142,0.0003581048,0.0001967262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437731,"about_ca_system_score_gemma":0.0002841474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03015664,"about_ca_topic_score_gemma":0.03399235,"domain_scores_codex":[0.9998751,0.00002608068,0.00001326171,0.0000369228,0.00001995438,0.00002877169],"domain_scores_gemma":[0.9995056,0.00004825748,0.0002353665,0.0000293698,0.00007761799,0.0001038079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000339885,0.00002697089,0.999401,0.000002423883,0.00001084215,0.00002563591,0.0000438535,0.000005022842,0.00006836589,0.000004128617,0.0001106158,0.0002672735],"study_design_scores_gemma":[0.000002548401,0.00002160297,0.9995468,0.000002470735,0.000006218166,0.0000406591,0.0002334512,0.0000343984,0.00001283194,0.00000299099,0.00009527095,7.607225e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989405,0.00006173539,0.00001872257,0.00005227336,0.000003442108,0.000006155769,0.000609162,0.000001515244,0.0003063496],"genre_scores_gemma":[0.998939,0.00004783595,0.00005081297,0.00003686214,0.00000767858,0.00001184496,0.0006345404,0.000001090167,0.0002704718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03015664,"threshold_uncertainty_score":0.05996221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296083776500052,"score_gpt":0.5514340146083316,"score_spread":0.4218256369583264,"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."}}