{"id":"W3200324919","doi":"10.1093/ajcn/nqab285","title":"Abdominal adipose tissue radiodensity is associated with survival after colorectal cancer","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Nutrition","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Radiodensity; Medicine; Adipose tissue; Colorectal cancer; Internal medicine; Intra-Abdominal Fat; Gastroenterology; Proportional hazards model; Cancer; Surgery; Visceral fat; Obesity; Radiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002149334,0.0002136546,0.0001957193,0.0003580948,0.0001617664,0.0004070748,0.0001865791,0.0003584664,0.002159718],"category_scores_gemma":[0.001291311,0.0001511206,0.0003318837,0.0005950916,0.0002314665,0.0002145563,0.0002847312,0.0005920971,0.0002379103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353208,"about_ca_system_score_gemma":0.0001457042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697789,"about_ca_topic_score_gemma":0.001990403,"domain_scores_codex":[0.9998591,0.00003615066,0.00001407825,0.0000266784,0.00002203372,0.00004198315],"domain_scores_gemma":[0.9987123,0.0002655985,0.0006360142,0.0000774962,0.0000944554,0.0002142197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005607427,0.0000308122,0.9949319,0.00001977204,0.00008309192,0.0001108545,0.00001944727,0.00008204489,0.00113423,0.00002063815,0.00008855943,0.00291789],"study_design_scores_gemma":[0.000004904512,0.00007449122,0.9992614,0.000004220191,0.00004050083,0.0001581286,0.00004196778,0.0001579065,0.0001005701,0.00002276923,0.0001301747,0.000003019759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973436,0.001463635,0.0001614511,0.0000969611,0.00002111312,0.00000298031,0.0002160374,0.000009565783,0.0006845819],"genre_scores_gemma":[0.999157,0.000253216,0.00005775974,0.00002223074,0.00002229429,0.000002513258,0.000156129,0.000002081276,0.0003268771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002159718,"threshold_uncertainty_score":0.007224977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228939113369859,"score_gpt":0.3469515173451169,"score_spread":0.3246621262114183,"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."}}