{"id":"W2313945592","doi":"10.1097/md.0000000000001631","title":"Tumor-Infiltrating Immune Cells Are Associated With Prognosis of Gastric Cancer","year":2015,"lang":"en","type":"article","venue":"Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; National High-tech Research and Development Program; University of Toronto; National Natural Science Foundation of China","keywords":"Medicine; Nomogram; Hazard ratio; Immune system; Cancer; Internal medicine; Stromal cell; CD8; Oncology; Gastroenterology; Pathology; Confidence interval; Immunology","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":[0.0004720882,0.0001640045,0.0005273455,0.0001322467,0.00003267089,0.000003961822,0.00008391201,0.00005129294,0.0002702608],"category_scores_gemma":[0.0001924373,0.0001028817,0.00005392989,0.0007055438,0.0002291302,0.00004580406,0.00001355908,0.0001577027,0.000002416493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682272,"about_ca_system_score_gemma":0.0002457279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049651,"about_ca_topic_score_gemma":0.0001351327,"domain_scores_codex":[0.9986261,0.00004307088,0.00039819,0.0001890326,0.0005008328,0.0002427669],"domain_scores_gemma":[0.9988737,0.00006568561,0.0003890413,0.0002060368,0.0003224905,0.0001430626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004729064,0.0006244247,0.5544032,0.0003907437,0.001271218,0.0002266744,0.003949042,0.00002514031,0.3842683,0.000007860694,0.02979881,0.0203056],"study_design_scores_gemma":[0.0357441,0.009733901,0.6734919,0.0117904,0.001367755,0.0001988461,0.01116035,0.0003561998,0.2453693,0.00002091979,0.01019238,0.0005739748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866419,0.005838579,0.00003502673,0.004658137,0.0002957142,0.0004643176,0.00001453891,0.00006426193,0.001987569],"genre_scores_gemma":[0.9981478,0.0001182405,0.0001514023,0.0006184041,0.0002037101,0.0000433174,0.00002127773,0.00002578334,0.0006700336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138899,"threshold_uncertainty_score":0.4195393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340432335839933,"score_gpt":0.2797686802247281,"score_spread":0.2463643568663287,"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."}}