{"id":"W2751704934","doi":"10.1002/cncr.30950","title":"Muscle mass at the time of diagnosis of nonmetastatic colon cancer and early discontinuation of chemotherapy, delays, and dose reductions on adjuvant FOLFOX: The C‐SCANS study","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; FOLFOX; Discontinuation; Colorectal cancer; Chemotherapy; Cancer; Oncology; Adjuvant chemotherapy; Adjuvant; Internal medicine; Muscle mass; Oxaliplatin; Surgery; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002297661,0.00006727568,0.0002268298,0.00003130437,0.0001873478,0.000008012814,0.00006134849,0.00002161921,0.0001305914],"category_scores_gemma":[0.00003434595,0.00003945279,0.00002798978,0.00004699761,0.0002528022,0.00004158718,0.00002212884,0.00007428077,4.458728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004884684,"about_ca_system_score_gemma":0.00005134085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066545,"about_ca_topic_score_gemma":0.0007965378,"domain_scores_codex":[0.999404,0.0000396027,0.0002102101,0.0001169616,0.0001426106,0.00008665187],"domain_scores_gemma":[0.9992346,0.00009549339,0.0002772821,0.0002761917,0.00007971351,0.00003668611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007106932,0.0006187223,0.8742437,0.0003831158,0.0002699124,0.000001618644,0.0177614,0.00002891589,0.02034337,0.00007829752,0.003244049,0.0823162],"study_design_scores_gemma":[0.002187714,0.0004470414,0.989471,0.0003815828,0.0001937521,8.068141e-7,0.0009831799,0.0001110878,0.005249663,0.00005366109,0.0008770535,0.00004349716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862159,0.001998894,0.00000378647,0.01070729,0.00009364727,0.0008006002,0.00006950961,0.00000322409,0.0001071019],"genre_scores_gemma":[0.9962049,0.002747193,0.00003795951,0.0001875388,0.0000560672,0.0002304848,0.00000133066,0.000009691736,0.000524839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152273,"threshold_uncertainty_score":0.3124011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313333756191342,"score_gpt":0.3669796588572196,"score_spread":0.3238463212953062,"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."}}