{"id":"W4384283258","doi":"10.1158/1055-9965.epi-23-0227","title":"Body Composition, Relative Dose Intensity, and Adverse Events among Patients with Colon Cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Adipose tissue; Medicine; Adverse effect; Colorectal cancer; Lean body mass; Internal medicine; Cancer; Urology; Body weight","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":[0.0006263747,0.0001920128,0.0002725867,0.0004794964,0.0002023545,0.0002887295,0.000180897,0.0002632376,0.0008686205],"category_scores_gemma":[0.003239886,0.0001042096,0.0002791101,0.0008362512,0.0002243471,0.0001990185,0.0002638924,0.0004217061,0.000111111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239632,"about_ca_system_score_gemma":0.0001971568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780414,"about_ca_topic_score_gemma":0.002038066,"domain_scores_codex":[0.9996338,0.0001301665,0.00004271058,0.00006747802,0.000089429,0.0000365585],"domain_scores_gemma":[0.997103,0.0005798656,0.001819109,0.0001302716,0.0001475498,0.0002202644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006137288,0.000007712481,0.999288,0.000003611421,0.00002039647,0.00001048545,0.000004727092,0.00004285008,0.00005410774,0.000001984571,0.00001092231,0.0004937109],"study_design_scores_gemma":[0.000004237534,0.0000918016,0.9995267,0.000002408858,0.00001638917,0.0001243716,0.00001445087,0.0001347605,0.00003220063,0.000009111035,0.00004226905,0.000001317586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991134,0.0003646179,0.00008958453,0.00003395592,0.00000239836,0.000005849801,0.0001722727,0.000003915052,0.0002140539],"genre_scores_gemma":[0.999666,0.00006445192,0.00008459428,0.00001240275,0.000004972887,0.000004333832,0.0001246155,8.484045e-7,0.00003780145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780414,"threshold_uncertainty_score":0.003540039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315538115993469,"score_gpt":0.3893146291909918,"score_spread":0.3361592480310571,"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."}}