{"id":"W343231960","doi":"10.1182/blood.v122.21.1365.1365","title":"Defining Functional Heterogeneity In Acute Lymphoblastic Leukemia","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Acute lymphocytic leukemia; Transplantation; clone (Java method); Leukemia; Medicine; Somatic evolution in cancer; Oncology; Immunophenotyping; Disease; Minimal residual disease; Cytogenetics; Acute leukemia; Immunology; Cancer; Biology; Internal medicine; Lymphoblastic Leukemia; Genetics; Antigen; Chromosome; Gene","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":[0.0003410258,0.0001694148,0.0001841431,0.0009795486,0.0001533726,0.0005059646,0.0002184652,0.000235289,0.001333451],"category_scores_gemma":[0.0004621335,0.00008224588,0.0001219165,0.0004758362,0.0002861706,0.0002280468,0.0004127979,0.0002626562,0.0003039542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211904,"about_ca_system_score_gemma":0.00007278184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002064928,"about_ca_topic_score_gemma":0.0001735787,"domain_scores_codex":[0.9997333,0.0000753657,0.00002671675,0.00004523683,0.00006483543,0.00005454017],"domain_scores_gemma":[0.9996632,0.0001221964,0.00008955795,0.00004322421,0.00003861189,0.0000431133],"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":[0.0003740368,0.0000346854,0.05665095,0.00007327097,0.00001791201,0.0003859008,0.0001790498,0.0002319457,0.9340246,0.0008217652,0.0001214696,0.007084464],"study_design_scores_gemma":[0.00005590543,0.0009599225,0.6116581,0.00003057935,0.0001055271,0.01873165,0.0009032213,0.004551155,0.3445547,0.002361492,0.01606739,0.00002033614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997232,0.000591139,0.0008302894,0.00003720233,0.000002305824,0.00001339083,0.0001937671,0.00002108056,0.001078824],"genre_scores_gemma":[0.9989747,0.0001248905,0.0004296124,0.00002690879,0.00000546597,0.00001321268,0.0002976928,0.000006509902,0.0001211612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001333451,"threshold_uncertainty_score":0.004460812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442406996715838,"score_gpt":0.2591092898206199,"score_spread":0.2446852198534615,"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."}}