{"id":"W2743199111","doi":"10.1001/jamaoncol.2017.2319","title":"Association of Systemic Inflammation and Sarcopenia With Survival in Nonmetastatic Colorectal Cancer","year":2017,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":424,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Sarcopenia; Internal medicine; Body mass index; Cancer; Colorectal cancer; Systemic inflammation; Overweight; Oncology; Inflammation; Surrogate endpoint; Prospective cohort study; Gastroenterology","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":[0.0003951644,0.0001757999,0.0002335978,0.0003102971,0.0001835595,0.0002575397,0.0001448118,0.0002023494,0.001169984],"category_scores_gemma":[0.001426584,0.0001187329,0.0002152944,0.0005461271,0.0001717675,0.0001758073,0.0002244744,0.0002747838,0.00009350199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787189,"about_ca_system_score_gemma":0.0002235041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679578,"about_ca_topic_score_gemma":0.005840276,"domain_scores_codex":[0.9997805,0.00006208273,0.0000248278,0.00005462422,0.00004409578,0.00003388096],"domain_scores_gemma":[0.9990401,0.0001326163,0.0005194245,0.00004994939,0.0001133679,0.0001445287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007014232,0.000008211523,0.9991176,0.000007933797,0.00001778243,0.00001290155,0.00000560412,0.00002529001,0.00005498776,0.000002168317,0.00005024577,0.0006271612],"study_design_scores_gemma":[0.000005323735,0.00006037512,0.9995871,0.000003750108,0.00001526164,0.00008095473,0.0000164303,0.0001494167,0.00002125588,0.000006012164,0.00005307556,0.000001053605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988244,0.0004400102,0.00006362017,0.00005662943,0.00000481391,0.000004461916,0.0003758284,0.000003061294,0.0002272384],"genre_scores_gemma":[0.9995284,0.00007837304,0.0000455265,0.000009147007,0.000006933239,0.000003795929,0.0002603014,4.654101e-7,0.00006703703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002679578,"threshold_uncertainty_score":0.005328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916991970643443,"score_gpt":0.3635976434972987,"score_spread":0.3344277237908643,"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."}}