{"id":"W3121781675","doi":"10.3390/cancers13030441","title":"Quantification of Immune Variables from Liquid Biopsy in Breast Cancer Patients Links Vδ2+ γδ T Cell Alterations with Lymph Node Invasion","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canceropôle PACA; Fondation pour la Recherche Médicale; Institut National de la Santé et de la Recherche Médicale; CNIB","keywords":"Breast cancer; Cytotoxic T cell; Lymph node; Immune system; Cancer; Medicine; Phenotype; Cancer research; Immunology; T cell; Pathology; Tumor progression; Biology; Internal medicine; In vitro","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978369,0.0002990082,0.0002509709,0.0008382506,0.0001624326,0.0005288256,0.0001280098,0.0002596539,0.00113229],"category_scores_gemma":[0.0004826532,0.00009696494,0.0001443384,0.0004452156,0.0001790682,0.000156315,0.000261273,0.0003905177,0.0002566805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393387,"about_ca_system_score_gemma":0.000133393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489599,"about_ca_topic_score_gemma":0.0007133153,"domain_scores_codex":[0.9997783,0.00004864646,0.00001799128,0.00007514561,0.00004779498,0.00003212533],"domain_scores_gemma":[0.9998061,0.00005927253,0.00006130604,0.00002262618,0.00002803104,0.0000227388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001574223,0.0002248564,0.5253015,0.0001745215,0.0001563538,0.0003202404,0.0004315187,0.001907956,0.3910724,0.0002303881,0.0006248413,0.07798116],"study_design_scores_gemma":[0.00001981874,0.0006640396,0.9013959,0.00003178705,0.00009110613,0.001406864,0.0004793553,0.01334893,0.08013681,0.0004725336,0.001931908,0.00002094536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995016,0.0004881675,0.003562193,0.00003038102,0.000009046197,0.00001792564,0.0003575035,0.00005359156,0.0004652378],"genre_scores_gemma":[0.9972692,0.0001448227,0.001798975,0.00002731285,0.000009325363,0.00002330701,0.0003536963,0.000006788572,0.0003666429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00113229,"threshold_uncertainty_score":0.003787875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066949168951655,"score_gpt":0.2167275379937357,"score_spread":0.2060580463042191,"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."}}