{"id":"W4413425365","doi":"10.1182/bloodadvances.2025017219","title":"<i>USP7</i> alterations are associated with a poor survival in pediatric T-cell acute lymphoblastic leukemia","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Cancer Institute; Berrikuntza + Ikerketa + Osasuna Eusko Fundazioa; Instituto de Salud Carlos III; Eusko Jaurlaritza; Fundación Mutua Madrileña; Euskal Herriko Unibertsitatea; St. Jude Children's Research Hospital","keywords":"Lymphoblastic Leukemia; Medicine; Leukemia; Overall survival; Oncology; Internal medicine; Cancer research","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":[0.0003095289,0.0002447197,0.0002395475,0.001132344,0.0002860716,0.0006329351,0.0002426931,0.0003612715,0.002239157],"category_scores_gemma":[0.001113059,0.0001169251,0.0002837518,0.001246783,0.0002811312,0.0001776135,0.0002425411,0.0003415278,0.0004725514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013398,"about_ca_system_score_gemma":0.0002140573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036977,"about_ca_topic_score_gemma":0.002987656,"domain_scores_codex":[0.999761,0.00006506163,0.00002494009,0.00003810591,0.00006092654,0.00004993808],"domain_scores_gemma":[0.9988926,0.0001904916,0.0005815302,0.00006628571,0.0001093221,0.0001597691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001138384,0.000057266,0.9478359,0.00007905247,0.0001729671,0.001603356,0.0001034071,0.0002297126,0.01433272,0.0002952343,0.002448516,0.03170355],"study_design_scores_gemma":[0.00002497386,0.0001078096,0.9871647,0.00002858089,0.0001184342,0.003745277,0.0001426368,0.0005279068,0.002304004,0.0003177587,0.005508362,0.0000095867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992287,0.002909694,0.0003394312,0.0003162981,0.00004056244,0.00001272299,0.001417617,0.00003591865,0.002640679],"genre_scores_gemma":[0.9966158,0.0008293753,0.0003607435,0.00006238405,0.00004555065,0.00000856291,0.001477726,0.00001596223,0.0005839798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239157,"threshold_uncertainty_score":0.007490754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007774489894771825,"score_gpt":0.2614250162620494,"score_spread":0.2536505263672776,"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."}}