{"id":"W2964681165","doi":"10.1182/bloodadvances.2019000306","title":"Impact of preleukemic mutations and their persistence on hematologic recovery after induction chemotherapy for AML","year":2019,"lang":"en","type":"article","venue":"Blood Advances","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Persistence (discontinuity); Mutation; Chemotherapy; Allele; Induction chemotherapy; Medicine; Leukemia; Immunology; Oncology; Biology; Genetics; Internal 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":[0.0005226483,0.00008427075,0.0002206221,0.0001824002,0.0001582172,0.000377641,0.0001855441,0.0002045017,0.002303185],"category_scores_gemma":[0.003394403,0.00004640584,0.0001845727,0.0002382864,0.0001426316,0.0002713206,0.0002187285,0.000520852,0.0002266337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840978,"about_ca_system_score_gemma":0.0003090264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007292802,"about_ca_topic_score_gemma":0.001173865,"domain_scores_codex":[0.9996291,0.00008701035,0.00004232009,0.00005298236,0.0001069473,0.00008161302],"domain_scores_gemma":[0.9978697,0.0008793407,0.0007512805,0.00009444279,0.0001240704,0.000281129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01439967,0.0005937767,0.796832,0.0001030693,0.0003437116,0.001439266,0.0001607034,0.0007364968,0.01603764,0.0002528614,0.001396223,0.1677045],"study_design_scores_gemma":[0.00006607924,0.003211132,0.9883675,0.00002939562,0.000190789,0.001791225,0.00009180917,0.0004482722,0.003835173,0.0001509736,0.001807185,0.00001045515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963146,0.002038128,0.00009796247,0.0002091736,0.00001424955,0.000008517309,0.0001530796,0.00001183109,0.001152376],"genre_scores_gemma":[0.9993985,0.0001369603,0.00003372836,0.00003986687,0.00001078926,0.000002473957,0.0001096563,0.000002660245,0.0002652807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002303185,"threshold_uncertainty_score":0.007704914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736502105976898,"score_gpt":0.3025096314566336,"score_spread":0.2851446103968646,"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."}}