{"id":"W3096728088","doi":"10.1182/blood-2020-142638","title":"Integrated Stem Cell Signature and Cytomolecular Risk Determination in Pediatric Acute Myeloid Leukemia","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Medicine; Internal medicine; Myeloid leukemia; Oncology; Leukemia; Bone marrow","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":[0.0005297399,0.0001885411,0.0003405175,0.000601311,0.0001452487,0.0005241573,0.0002063162,0.0001922394,0.0007807784],"category_scores_gemma":[0.0009725272,0.0001267611,0.0001878109,0.0009568522,0.0001761852,0.0002464635,0.0005251282,0.0003931173,0.0002627073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301647,"about_ca_system_score_gemma":0.0003625899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249414,"about_ca_topic_score_gemma":0.002553259,"domain_scores_codex":[0.9997852,0.00005061246,0.00001584169,0.00005710691,0.00006182012,0.00002936653],"domain_scores_gemma":[0.9996223,0.00008582622,0.0001749291,0.00002695614,0.00004586251,0.00004407569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008537728,0.00006074261,0.9153512,0.0001235681,0.0001765324,0.0001437456,0.0001623982,0.004485364,0.0214771,0.0004158062,0.001040559,0.0557092],"study_design_scores_gemma":[0.00004875765,0.0003159823,0.9605445,0.00004786277,0.0002068,0.0006354744,0.0002683741,0.02324351,0.007660085,0.001339202,0.005667347,0.00002201989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935477,0.001091746,0.00219449,0.0001081437,0.000006365035,0.00001971994,0.002353434,0.00004503435,0.0006332485],"genre_scores_gemma":[0.9914221,0.0005758745,0.003177879,0.00009975829,0.00001516679,0.00003506407,0.004429433,0.00001127465,0.0002333737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249414,"threshold_uncertainty_score":0.002801538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097375895650086,"score_gpt":0.239106126679124,"score_spread":0.2293685371141154,"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."}}