{"id":"W2980047572","doi":"10.3389/fonc.2019.01040","title":"Prognostic Value of Lymphocyte-Activation Gene 3 (LAG3) in Cancer: A Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Hazard ratio; Oncology; Internal medicine; Medicine; Subgroup analysis; Meta-analysis; Confidence interval; Stage (stratigraphy); Breast cancer; Immune system; Cancer; Immunology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007274961,0.0003786608,0.007048811,0.001727209,0.00001350418,0.000005036433,0.0002352929,0.0007091968,0.0002676098],"category_scores_gemma":[0.0001013934,0.0002898709,0.002167373,0.002286173,0.0001277225,0.00004561382,0.00004335975,0.0003615789,0.000004134251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003261584,"about_ca_system_score_gemma":0.002954573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726989,"about_ca_topic_score_gemma":0.0002735994,"domain_scores_codex":[0.997058,0.0005097747,0.001302843,0.0005463379,0.000252005,0.0003310319],"domain_scores_gemma":[0.9982116,0.000258917,0.0009114165,0.0004975854,0.00006967656,0.00005084187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007403027,0.0003432548,0.002151487,0.006772241,0.1231023,0.00004187254,0.0001588604,0.00005996824,0.000007337187,0.000007415809,0.001383594,0.8652314],"study_design_scores_gemma":[0.001637209,0.0003748167,0.0003837902,0.0007826167,0.2247332,0.00001358634,0.00003753371,0.0001123769,0.00001295939,0.00001133678,0.7716773,0.0002232987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001105936,0.9960849,0.0004264668,0.0001277896,0.0008121968,0.001929528,0.00006607399,0.0000120501,0.0004303503],"genre_scores_gemma":[0.0001112539,0.9951048,0.002815755,0.0001961879,0.0000711602,0.0007712008,0.0002271134,0.00004151671,0.000660945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8650081,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288190073578149,"score_gpt":0.4115773061812036,"score_spread":0.2827582988233887,"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."}}