{"id":"W4286295712","doi":"10.1200/jco.2022.40.16_suppl.3614","title":"Adiposity in resectable colorectal cancer.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Sarcopenia; Cohort; Adipose tissue; Internal medicine; Colorectal cancer; Hazard ratio; Retrospective cohort study; Cancer; Proportional hazards model; Quartile; Obesity; Gastroenterology; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002314422,0.0002146942,0.000198918,0.0005608067,0.0002877199,0.000322054,0.0002218748,0.0002262954,0.002355648],"category_scores_gemma":[0.0005878269,0.0001272149,0.000230823,0.001168904,0.0001852024,0.0001392303,0.0002494929,0.0003365245,0.0003395939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004781106,"about_ca_system_score_gemma":0.0005576711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174025,"about_ca_topic_score_gemma":0.03657259,"domain_scores_codex":[0.9999006,0.00001250026,0.000008829523,0.00002184515,0.00003064313,0.00002558079],"domain_scores_gemma":[0.9996381,0.00004396844,0.0001887217,0.00001979295,0.00003842864,0.0000710494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002806429,0.00001768834,0.9956704,0.00004066179,0.00002143979,0.000267468,0.00001979257,0.00005839616,0.0002163528,0.000008966811,0.000169622,0.003228543],"study_design_scores_gemma":[0.000007519494,0.00006209082,0.9988974,0.00001013604,0.00002047274,0.000606752,0.00003373451,0.000068235,0.00002829666,0.00001095414,0.0002530892,0.000001283525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951309,0.002400739,0.00007736616,0.0001151717,0.00001495313,0.0000219515,0.001015846,0.00001212076,0.00121109],"genre_scores_gemma":[0.9979143,0.0006366354,0.00007998523,0.00002453408,0.00002036293,0.000009926796,0.0009236148,0.000002185387,0.0003885094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174025,"threshold_uncertainty_score":0.04322743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2542379032593949,"score_gpt":0.5682340303487425,"score_spread":0.3139961270893476,"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."}}