{"id":"W2402551987","doi":"10.1158/1538-7445.fbcr15-a25","title":"Abstract A25: Evolving functional heterogeneity in B-acute lymphoblastic leukemia","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Somatic evolution in cancer; clone (Java method); Biology; SNP array; Leukemia; Acute lymphocytic leukemia; Immunophenotyping; Minimal residual disease; Disease; Oncology; Immunology; Cancer research; Cancer; Genetics; Medicine; Internal medicine; Lymphoblastic Leukemia; Flow cytometry; Gene; Genotype; Single-nucleotide polymorphism","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":[0.000207473,0.0001762712,0.0002175334,0.0008352419,0.0002014412,0.0005717953,0.0001743431,0.000219309,0.001681305],"category_scores_gemma":[0.0003533973,0.00008103414,0.0001659554,0.0008132574,0.000209558,0.0001396,0.0002168318,0.0002209857,0.000553267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056263,"about_ca_system_score_gemma":0.0001077619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007517089,"about_ca_topic_score_gemma":0.0007161034,"domain_scores_codex":[0.9998454,0.00002347063,0.00001203451,0.00005168976,0.00003996836,0.00002747815],"domain_scores_gemma":[0.9998451,0.0000393812,0.00005560997,0.00001323409,0.00002040978,0.00002622851],"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":[0.0007181857,0.00004554822,0.147446,0.00009575699,0.00007953227,0.0006700467,0.0002220397,0.0005250807,0.8356609,0.0003265282,0.0003450617,0.0138654],"study_design_scores_gemma":[0.00002142257,0.0003506212,0.9372752,0.00002017441,0.0000958037,0.004248564,0.0003380777,0.001179192,0.05053243,0.0004837159,0.005440605,0.00001422315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977319,0.000573658,0.0004222464,0.00003122714,0.000002478325,0.000005084228,0.000791177,0.00001977187,0.0004224255],"genre_scores_gemma":[0.9981633,0.0001563348,0.0003577438,0.00002507802,0.000004691492,0.00000598008,0.001071718,0.000009081945,0.0002061796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001681305,"threshold_uncertainty_score":0.005624473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06708123661942589,"score_gpt":0.3775618152800505,"score_spread":0.3104805786606246,"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."}}