{"id":"W6938899133","doi":"10.60692/2fdcp-wq260","title":"Tumor-infiltrating lymphocyte: features and prognosis of lymphocytes infiltration on colorectal cancer","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tumor-infiltrating lymphocytes; Colorectal cancer; CD8; Infiltration (HVAC); Tumor microenvironment; Lymphocyte; Lymphocytic infiltration; Gene; T lymphocyte","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":[0.0005142032,0.0002479389,0.0004633987,0.001568707,0.0002620499,0.0006760081,0.0002230228,0.0002528102,0.002312581],"category_scores_gemma":[0.001053101,0.00009999942,0.0003941938,0.002365309,0.0001235591,0.0002816128,0.0006031009,0.0002830383,0.0005227953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817884,"about_ca_system_score_gemma":0.0003311848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309146,"about_ca_topic_score_gemma":0.00535128,"domain_scores_codex":[0.9995951,0.00004418416,0.00005116945,0.0001646611,0.00007974893,0.00006522004],"domain_scores_gemma":[0.9994186,0.0001025669,0.0002315064,0.00006105839,0.0001078143,0.00007846351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008918141,0.00003481694,0.9583737,0.0004391888,0.0003265617,0.0001098934,0.0001086578,0.0004172647,0.01397465,0.0001205403,0.00259719,0.02260569],"study_design_scores_gemma":[0.00001576393,0.00008355048,0.9853634,0.00005144142,0.0003361829,0.0004365829,0.0001489933,0.0009301855,0.003971724,0.00025476,0.008389069,0.00001845231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396094,0.005170577,0.001803515,0.000214986,0.00004123588,0.00003190299,0.0504738,0.0001636382,0.00249103],"genre_scores_gemma":[0.9592918,0.001399874,0.001851574,0.0001169207,0.0000303127,0.00005912843,0.03581193,0.0000375064,0.001400813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002312581,"threshold_uncertainty_score":0.007736325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461273399630986,"score_gpt":0.2462413706469743,"score_spread":0.2216286366506644,"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."}}