{"id":"W2979834153","doi":"10.1182/blood.v128.22.2859.2859","title":"Impact of Gene Mutations on Overall Survival in Older Patients with Acute Myeloid Leukemia (AML) Treated with Azacitidine (AZA) or Conventional Care Regimens (CCR)","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"CEBPA; NPM1; Medicine; Internal medicine; Oncology; Azacitidine; Myeloid leukemia; Gastroenterology; Mutation; Gene; Biology; Genetics","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":[0.0002424017,0.0001109506,0.0002354768,0.0001866903,0.000156806,0.0002946853,0.0001246245,0.0002186101,0.001015225],"category_scores_gemma":[0.0005576879,0.00006717662,0.000266467,0.0002453912,0.0001268651,0.0002137893,0.0001805542,0.0003073303,0.000124053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352623,"about_ca_system_score_gemma":0.0001463746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009058655,"about_ca_topic_score_gemma":0.001441895,"domain_scores_codex":[0.9999068,0.00001867198,0.00000868403,0.00002949203,0.00001610967,0.00002024714],"domain_scores_gemma":[0.9996725,0.00006331385,0.0001372675,0.00001192373,0.00001851244,0.00009652974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004483678,0.0001991382,0.984373,0.00003252339,0.0001243314,0.0002046932,0.00006034803,0.0001440792,0.002415925,0.0000204342,0.0001844763,0.007757537],"study_design_scores_gemma":[0.00009177785,0.002043504,0.9964352,0.000007069236,0.0001143005,0.0004132728,0.00006132275,0.0002158225,0.0002679068,0.00003168442,0.000315105,0.00000310649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994065,0.0002775676,0.00001761552,0.0000230346,0.000003583796,0.000003445333,0.0001299148,0.000001083105,0.0001373669],"genre_scores_gemma":[0.9995437,0.0001009371,0.00002498294,0.00002782255,0.000007150541,0.00000367839,0.0002073268,4.324386e-7,0.00008385801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015225,"threshold_uncertainty_score":0.003396213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328118774093202,"score_gpt":0.2785716039095239,"score_spread":0.2652904161685919,"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."}}