{"id":"W4400775784","doi":"10.1016/j.ccell.2024.06.015","title":"Tumor-infiltrating lymphocytes: A new hope","year":2024,"lang":"en","type":"review","venue":"Cancer Cell","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Dr. Alfred E. Deacon Medical Research Foundation; Aimmune Therapeutics; Aeglea BioTherapeutics; Moffitt Cancer Center; Swim Across America; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Donald D. Hammill Foundation","keywords":"Tumor-infiltrating lymphocytes; Cancer research; Biology; Immunology; Immunotherapy; Immune system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001297097,0.0005428984,0.001560381,0.0001132203,0.00004978042,0.00007973625,0.0002118662,0.0002379355,0.002490752],"category_scores_gemma":[0.000009915368,0.0003846415,0.0009666831,0.0004896469,0.00005640389,0.00005470347,0.0000547199,0.0003948611,0.000437077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608574,"about_ca_system_score_gemma":0.005478894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500168,"about_ca_topic_score_gemma":0.00009033917,"domain_scores_codex":[0.9981,0.00003615786,0.0006290001,0.0005881633,0.0002560365,0.000390661],"domain_scores_gemma":[0.9989423,0.00005058153,0.0002450493,0.0005105213,0.00003463449,0.0002169035],"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":[0.0000509985,0.00001731772,8.036746e-7,0.03845461,0.0003482951,0.0001176164,0.00008916935,5.757703e-8,0.00001697313,0.000004223489,0.08939639,0.8715035],"study_design_scores_gemma":[0.0007166537,0.0001034658,4.631357e-7,0.04691066,0.003127745,0.0001815222,0.00003484741,0.00000321272,0.00005374051,0.000004323977,0.948482,0.0003813567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002684757,0.9761086,0.0000060437,0.00007033336,0.001659738,0.0008559149,0.00007102507,0.0001549259,0.02107074],"genre_scores_gemma":[0.00000198643,0.9596279,0.0001394879,0.0007723726,0.002020484,0.000183749,0.00007029741,0.0001511342,0.03703254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8711222,"threshold_uncertainty_score":0.9998605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05665786257990523,"score_gpt":0.3648065729113019,"score_spread":0.3081487103313967,"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."}}