{"id":"W2908791713","doi":"10.1093/jncics/pky058","title":"Physical Activity and Colorectal Cancer Prognosis According to Tumor-Infiltrating T Cells","year":2018,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech; Gary Bennett Family Fund; General Hospital of People’s Liberation Army; American Association for Cancer Research; University of Tokyo; National Institutes of Health; Taiho Pharmaceutical; Huazhong University of Science and Technology; Keio University; Agios Pharmaceuticals; Harvard T.H. Chan School of Public Health; Five Prime Therapeutics; F. Hoffmann-La Roche; National Cancer Institute; Gilead Sciences; Yale University; Massachusetts General Hospital; Broad Institute; Sanofi; Zhejiang Chinese Medical University; Stand Up To Cancer; Entertainment Industry Foundation; Brigham and Women's Hospital; Yale Cancer Center; Pfizer; Eli Lilly and Company","keywords":"Colorectal cancer; Medicine; Hazard ratio; Microsatellite instability; Oncology; Internal medicine; KRAS; Cancer; Confidence interval; Proportional hazards model; Cancer research; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001123372,0.0002331708,0.0003754818,0.00008876954,0.0001951837,0.00006116184,0.00009347086,0.00005531365,0.0002831022],"category_scores_gemma":[0.00001515227,0.00020001,0.0001054199,0.0004252631,0.0001678387,0.0001333103,0.00006488842,0.0002032216,0.00001715234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159819,"about_ca_system_score_gemma":0.0002760887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004986053,"about_ca_topic_score_gemma":0.001838107,"domain_scores_codex":[0.9986208,0.00002541057,0.0001521206,0.0004626746,0.00026992,0.0004690871],"domain_scores_gemma":[0.9994303,0.00004318469,0.0001017844,0.0001698037,0.00005980366,0.0001951405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002414552,0.0001400099,0.07129644,0.00007529643,0.0001813584,0.00001456677,0.001003128,0.000001576302,0.8503881,0.00002003184,0.0017385,0.07272642],"study_design_scores_gemma":[0.001084162,0.000874294,0.146516,0.0002148839,0.00008943487,0.00002103451,0.0001957259,0.0004922305,0.8475127,0.00001737117,0.002719425,0.0002627428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925898,0.0002797556,0.0000373627,0.004200189,0.0007685293,0.000649241,0.00003761651,0.0001015369,0.001336015],"genre_scores_gemma":[0.9956757,0.0001235775,0.0001728429,0.001109172,0.002386886,0.0002502657,0.00000103355,0.00003953058,0.0002409965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07521957,"threshold_uncertainty_score":0.8156171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680627733881148,"score_gpt":0.3134037238175773,"score_spread":0.2965974464787658,"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."}}