{"id":"W4361947353","doi":"10.1158/1078-0432.c.6530529","title":"Data from Single-cell Profiles and Prognostic Impact of Tumor-Infiltrating Lymphocytes Coexpressing CD39, CD103, and PD-1 in Ovarian Cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Spinal Cord Injury BC; University of British Columbia","funders":"BC Cancer Foundation; Terry Fox Research Institute; Michael Smith Health Research BC; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Tumor-infiltrating lymphocytes; CD8; Biology; TIGIT; Cancer research; T cell; Ovarian cancer; Immune system; Immunology; Molecular biology; Cancer","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":[0.0002266638,0.00008054693,0.0001980227,0.0004190044,0.0001640563,0.0002816947,0.0001238757,0.0002335263,0.001392149],"category_scores_gemma":[0.000406589,0.00007181129,0.0001067535,0.0004040539,0.0001616162,0.0001694515,0.0001614428,0.000189689,0.0003350379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235612,"about_ca_system_score_gemma":0.00009413377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160724,"about_ca_topic_score_gemma":0.0004720537,"domain_scores_codex":[0.9998556,0.00002069139,0.00001802502,0.00003418703,0.00004885991,0.00002256711],"domain_scores_gemma":[0.9996725,0.00009537012,0.000051254,0.0000662151,0.0000511316,0.00006357153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004622964,0.0003492624,0.3439626,0.0001827731,0.00005694451,0.0004962879,0.0002977308,0.000554702,0.6103199,0.0001062008,0.0006464949,0.03840409],"study_design_scores_gemma":[0.00009717406,0.002155355,0.8176388,0.0000161941,0.0001011916,0.003256632,0.0004070275,0.00235218,0.1687757,0.0001329366,0.005050968,0.0000158411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984065,0.0002752781,0.0002921751,0.00001087779,0.000003780158,0.00001432042,0.0005037524,0.00001308232,0.0004802319],"genre_scores_gemma":[0.9986481,0.00008617195,0.0002618459,0.00001755257,0.000003452794,0.00002784668,0.0007546761,0.000004493742,0.0001958699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392149,"threshold_uncertainty_score":0.004657209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09444355469029884,"score_gpt":0.3454900004132791,"score_spread":0.2510464457229802,"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."}}