{"id":"W4417202165","doi":"10.1158/1557-3265.earlyonsetca25-c001","title":"Abstract C001: Novel Sex-Specific Metabolic Phenotypes in Early Onset Colorectal Cancer","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; Proportional hazards model; Hazard ratio; Cohort; Metabolomics; Metabolite; Cancer; Incidence (geometry); Multivariate analysis","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":[0.0003331819,0.0003449107,0.0003897565,0.000545392,0.0002302231,0.0006166971,0.0001964278,0.0002407829,0.00266339],"category_scores_gemma":[0.0006972174,0.00009354801,0.0004204886,0.001012593,0.0001924004,0.0001636377,0.0003607504,0.0003687993,0.0004419521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471313,"about_ca_system_score_gemma":0.0003251753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146089,"about_ca_topic_score_gemma":0.002011385,"domain_scores_codex":[0.9998621,0.00002234628,0.0000123051,0.00005239648,0.00002805834,0.00002288109],"domain_scores_gemma":[0.9994621,0.00008707324,0.0002473034,0.00004853331,0.00006787074,0.00008704419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003627511,0.00009043395,0.9061043,0.000340612,0.0004165176,0.0006754168,0.00009634966,0.0004447477,0.05900203,0.0001744058,0.001726882,0.02730088],"study_design_scores_gemma":[0.00002838448,0.0002424208,0.9917311,0.00001559339,0.0001163032,0.0009594039,0.00005979861,0.0005974774,0.004374526,0.0001969777,0.001666013,0.00001194926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834767,0.003004524,0.001016656,0.0002638912,0.00003624252,0.00002379412,0.01114771,0.00004925223,0.0009813366],"genre_scores_gemma":[0.9908015,0.0007121547,0.0008875639,0.0001194559,0.0000395075,0.00001827733,0.00670679,0.00002070457,0.0006941805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00266339,"threshold_uncertainty_score":0.00891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.176297295354221,"score_gpt":0.5174849194151687,"score_spread":0.3411876240609477,"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."}}