{"id":"W2986296009","doi":"10.1182/blood-2019-128949","title":"Prognostic Performance of Frailty Measures in MDS Patients Treated with Hypomethylating Agents","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Dr. Georges-L.-Dumont University Hospital Centre; St. Paul's Hospital; Alberta Hospital Edmonton; University of British Columbia; Saskatchewan Cancer Agency; CancerCare Manitoba; University Health Network; Health Sciences Centre; University of Alberta Hospital; Ottawa Hospital; McGill University Health Centre; University of Ottawa; Hamilton Health Sciences; Dalhousie University; Hôpital de l'Enfant-Jésus; Juravinski Cancer Centre; Jewish General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Decitabine; Myelodysplastic syndromes; International Prognostic Scoring System; Internal medicine; Azacitidine; Comorbidity; Proportional hazards model; Quality of life (healthcare)","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":[0.0007436376,0.0002721998,0.0003155491,0.0006883653,0.0002719717,0.0004230332,0.0002156486,0.0002848912,0.001168582],"category_scores_gemma":[0.002771407,0.00009213718,0.0004169233,0.0004523506,0.000178063,0.0002695259,0.0003861864,0.0004032491,0.000147233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848333,"about_ca_system_score_gemma":0.0002810661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388396,"about_ca_topic_score_gemma":0.002708064,"domain_scores_codex":[0.9998154,0.00004444,0.00002868335,0.0000271612,0.0000390137,0.0000452803],"domain_scores_gemma":[0.9985184,0.0002333206,0.0007451372,0.00004553041,0.0001421947,0.0003153939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002432818,0.00001360527,0.9976159,0.000005233777,0.00002275375,0.00003693946,0.00002185212,0.00007526149,0.000090651,0.000009030597,0.00008139445,0.001784091],"study_design_scores_gemma":[0.00001274456,0.0002223176,0.9986516,0.00001253167,0.00003149035,0.0002730092,0.00004323074,0.0004344916,0.00008590018,0.0000318245,0.0001969995,0.000003962245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988171,0.0004828745,0.00004267837,0.00005620457,0.000005430056,0.000007286161,0.0002327154,0.000002827859,0.0003528943],"genre_scores_gemma":[0.9996086,0.00006568859,0.00004047374,0.00001080714,0.000005930438,0.000004347856,0.0002139544,4.939296e-7,0.00004963469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002388396,"threshold_uncertainty_score":0.00474906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567491355644262,"score_gpt":0.267788450369429,"score_spread":0.2421135368129864,"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."}}