{"id":"W4308256825","doi":"10.1182/blood.2022016975","title":"EBV-driven lymphoid neoplasms associated with pediatric ALL maintenance therapy","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Western University","funders":"Tel Aviv University; Novo Nordisk; Jazz Pharmaceuticals; Israel Cancer Association; Servier; Amgen","keywords":"Medicine; Immunology; Hematologic Neoplasms; Maintenance therapy; Cancer; Internal medicine; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002925854,0.0002072789,0.0003300376,0.0001688692,0.0001935587,0.00002102451,0.0002880502,0.00007319045,0.0006043385],"category_scores_gemma":[0.0001831289,0.0001596104,0.00009249336,0.0006942814,0.00006843197,0.00005320451,0.0001713325,0.0003692153,0.00006230181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007130415,"about_ca_system_score_gemma":0.001178393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009021848,"about_ca_topic_score_gemma":0.0000109387,"domain_scores_codex":[0.9975986,0.0001295179,0.0002308096,0.0004111239,0.001000528,0.0006294369],"domain_scores_gemma":[0.9988541,0.0002467311,0.0001242914,0.0004152597,0.0001391027,0.0002204972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.003798188,0.009596404,0.8908169,0.0001089191,0.002217155,0.00739817,0.003198381,0.0004966372,0.01230207,0.0002733256,0.06711047,0.002683354],"study_design_scores_gemma":[0.4400182,0.03314306,0.3572719,0.0002872817,0.004052833,0.01720798,0.003189725,0.01582705,0.01784154,0.0004973347,0.1068275,0.003835676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940418,0.0003919851,0.00007791973,0.0007972996,0.00009770568,0.0005844586,0.00005524425,0.0001784882,0.003775081],"genre_scores_gemma":[0.9926656,0.0002588712,0.0004983632,0.001480898,0.0002298795,0.0002073004,0.0001081026,0.00007554347,0.004475411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5335451,"threshold_uncertainty_score":0.6617083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579448630697483,"score_gpt":0.2476292107575424,"score_spread":0.2318347244505675,"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."}}