{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002757627,0.0001503469,0.000172962,0.0003938038,0.0001259818,0.0003374992,0.0001389478,0.0002019888,0.00153785],"category_scores_gemma":[0.001061525,0.00009653769,0.0002446061,0.0004442105,0.0001454714,0.000158624,0.0002092962,0.0002360158,0.000214703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008768,"about_ca_system_score_gemma":0.00008361325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141776,"about_ca_topic_score_gemma":0.001549458,"domain_scores_codex":[0.9998091,0.00006210015,0.00001703481,0.00004984513,0.00002349717,0.00003843418],"domain_scores_gemma":[0.9990742,0.0001940081,0.000438898,0.00006173746,0.00007028827,0.0001608229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450474,0.00001137975,0.9983132,0.000005241212,0.00003997144,0.00001831847,0.000007903193,0.00004377458,0.0004043571,0.000005181252,0.00002653511,0.0009791575],"study_design_scores_gemma":[0.000003570961,0.00004630182,0.9993796,0.000001900521,0.0000170414,0.0000836382,0.00001919528,0.0002947562,0.00008758473,0.00001927373,0.00004603584,0.000001086082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993618,0.0001987868,0.0000878889,0.00002256698,0.000002659429,0.000001810882,0.0001481851,0.000002994,0.000173308],"genre_scores_gemma":[0.9997585,0.0000321828,0.0000283004,0.000005128165,0.000004564836,0.000001119075,0.0001000256,5.989709e-7,0.00006963866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00153785,"threshold_uncertainty_score":0.005144656,"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."}}