{"id":"W4389233142","doi":"10.1182/blood-2023-187408","title":"A Longitudinal Single-Cell Atlas of Treatment Response in Pediatric AML","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; BC Children's Hospital; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Biology; Epigenetics; Oncology; Internal medicine; Cancer research; Genetics; Bioinformatics; Medicine; 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":[0.0005150455,0.0001482348,0.0003801339,0.0005630224,0.0002258918,0.0004302045,0.0002401675,0.0002454724,0.001813826],"category_scores_gemma":[0.0008828978,0.0001139056,0.0002268088,0.0008017786,0.0001422753,0.0001761825,0.0003753271,0.0003210727,0.0005443902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707309,"about_ca_system_score_gemma":0.0004862225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637187,"about_ca_topic_score_gemma":0.002798565,"domain_scores_codex":[0.9997602,0.00002960249,0.00001402977,0.0000909516,0.0000716881,0.00003346676],"domain_scores_gemma":[0.9994465,0.0001278233,0.0001262943,0.00006856272,0.0001590817,0.00007181872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002328791,0.0001403063,0.5501208,0.0004242185,0.0003627411,0.0002248407,0.0004657413,0.01135067,0.2846279,0.001087623,0.01369201,0.1351744],"study_design_scores_gemma":[0.00008282854,0.0006244317,0.8848003,0.00003378653,0.0002004532,0.001049041,0.0003106334,0.02028533,0.05212831,0.001068675,0.03937507,0.00004119509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477712,0.002236854,0.01024785,0.0002571684,0.0000320648,0.00009565627,0.03541832,0.000619769,0.003321177],"genre_scores_gemma":[0.9414304,0.0008083977,0.01131388,0.0002247461,0.00003474633,0.0002394229,0.04428484,0.00009726937,0.001566285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001813826,"threshold_uncertainty_score":0.006067872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187304031311229,"score_gpt":0.3019821434894276,"score_spread":0.2601091031763153,"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."}}