{"id":"W4399721835","doi":"10.1016/j.jtha.2024.05.032","title":"Global coagulation assays detect an early prothrombotic state in children with acute lymphoblastic leukemia","year":2024,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"Institut de Recherches Servier; Centre Hospitalier Universitaire Vaudois; Institut Servier; Schweizerische Arbeitsgemeinschaft für Klinische Krebsforschung; Servier; Celgene","keywords":"Lymphoblastic Leukemia; Coagulation; Medicine; Immunology; Leukemia; Internal medicine","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":[0.0004724875,0.0003516258,0.0003806064,0.0007274286,0.0001578179,0.0004037095,0.0001469818,0.0002311211,0.0005499733],"category_scores_gemma":[0.001221258,0.0001293876,0.0001792141,0.0005712348,0.0003188529,0.0002424211,0.0002674833,0.0003457476,0.0001103335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693879,"about_ca_system_score_gemma":0.0002078716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071056,"about_ca_topic_score_gemma":0.0009713355,"domain_scores_codex":[0.9995996,0.000104194,0.0000479261,0.00008075926,0.00009281684,0.00007464496],"domain_scores_gemma":[0.9993945,0.0001365653,0.0003070713,0.00003158469,0.00006188182,0.00006844379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004783135,0.0000405533,0.9879601,0.0000380952,0.00002028942,0.0001872917,0.000111137,0.00008482733,0.005494626,0.00002350512,0.00008478123,0.005476439],"study_design_scores_gemma":[0.0000162566,0.0006773515,0.9926701,0.0000106342,0.00004775827,0.002288871,0.0001419984,0.0001292093,0.003405573,0.00003184598,0.0005770617,0.000003403656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987669,0.0006319619,0.0001613349,0.00001207694,0.000002615889,0.00001156409,0.0001607003,0.000007710348,0.0002451125],"genre_scores_gemma":[0.999171,0.0002561636,0.0002669043,0.0000143257,0.000004020523,0.00001691672,0.000207834,0.000001985258,0.00006074008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071056,"threshold_uncertainty_score":0.002680063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739339727152857,"score_gpt":0.3044943887401697,"score_spread":0.2771009914686411,"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."}}