{"id":"W4212916227","doi":"10.3390/cancers14030548","title":"Investigating the Potential of Isolating and Expanding Tumour-Infiltrating Lymphocytes from Adult Sarcoma","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"FDC Foundation; Canada Foundation for Innovation","keywords":"Tumor-infiltrating lymphocytes; Sarcoma; Immunotherapy; Medicine; CD8; Cancer research; Immunophenotyping; CD19; Oncology; Immunology; Flow cytometry; Pathology; Immune system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004267643,0.0002372966,0.0002081719,0.0002877108,0.00009857961,0.0003026071,0.0001628715,0.0001952658,0.000856933],"category_scores_gemma":[0.0004395458,0.00007958462,0.0001699828,0.0001722753,0.0001639313,0.0003007987,0.0002414401,0.0003495924,0.0003795394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005693554,"about_ca_system_score_gemma":0.0001340922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009504105,"about_ca_topic_score_gemma":0.0001556151,"domain_scores_codex":[0.9998293,0.00006223226,0.00001883122,0.0000304985,0.0000295417,0.00002960731],"domain_scores_gemma":[0.9997832,0.0001120706,0.00002390749,0.00002974734,0.00003196471,0.00001913236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002003382,0.00008489118,0.003077192,0.00008240341,0.000005466065,0.00004918502,0.00006902348,0.0002148571,0.9863755,0.00007271703,0.0000317041,0.009736684],"study_design_scores_gemma":[0.00006342554,0.003233228,0.02898164,0.00003811516,0.00007273847,0.0009648836,0.0002212211,0.002423161,0.9569276,0.0002655228,0.006797423,0.00001110258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887701,0.0009676075,0.009134469,0.00004014983,0.00001448047,0.0001125641,0.0001017993,0.00002774855,0.0008310527],"genre_scores_gemma":[0.9827815,0.001097268,0.01446141,0.00009373204,0.00004498145,0.0001476343,0.0005122188,0.00001891006,0.0008423696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000856933,"threshold_uncertainty_score":0.002866745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072266215956582,"score_gpt":0.2254493871793105,"score_spread":0.2147267250197446,"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."}}