{"id":"W2553279539","doi":"10.1182/blood.v118.21.2561.2561","title":"Elderly AML Patients Treated with Intensive Chemotherapy- Developing A Prognostic Scoring System. A Study On 381 Patients From British Columbia","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada; Vancouver Hospital and Health Sciences Centre; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Internal medicine; Proportional hazards model; Cytarabine; Chemotherapy; Performance status; Univariate analysis; Chemotherapy regimen; Population; Induction chemotherapy; Surgery; Oncology; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003851852,0.0003098829,0.0004004444,0.0008980647,0.001067535,0.0007390875,0.0003779329,0.0003131029,0.001333964],"category_scores_gemma":[0.001102118,0.0003930625,0.0002628481,0.001555353,0.0002853166,0.0002712451,0.0004806465,0.0004680344,0.0004363756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639906,"about_ca_system_score_gemma":0.001341805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2620902,"about_ca_topic_score_gemma":0.2880191,"domain_scores_codex":[0.9997373,0.00003448159,0.00002459724,0.00004869389,0.00007541067,0.00007951467],"domain_scores_gemma":[0.9992276,0.0001314033,0.0001788185,0.00005236713,0.000195549,0.0002142182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591323,0.00004417983,0.9975327,0.000007114281,0.00001532664,0.0001885052,0.0001741716,0.00003108004,0.000222291,0.000009949895,0.0001906492,0.001424834],"study_design_scores_gemma":[0.00001684896,0.00009270387,0.9986526,0.00001017209,0.00001594842,0.0002677098,0.000330105,0.0001433732,0.00005191108,0.000007071494,0.0004062568,0.000005159912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991304,0.00008495592,0.00002690821,0.000021688,0.00000263511,0.00001704801,0.0003441435,0.000001749834,0.0003705884],"genre_scores_gemma":[0.9983969,0.0001449016,0.00005819122,0.00004616982,0.000007445648,0.00002644383,0.0009552291,0.000002286654,0.0003622955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7379098,"threshold_uncertainty_score":0.5211294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252038445663014,"score_gpt":0.2366253162829681,"score_spread":0.214104931826338,"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."}}