{"id":"W3097099568","doi":"10.1182/blood-2020-141635","title":"Fatigue, However Measured, Continues to Refine Prognosis in Higher Risk MDS: An MDS-CAN Study","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dr. Georges-L.-Dumont University Hospital Centre; St. Paul's Hospital; McMaster University; CancerCare Manitoba; University Health Network; Health Sciences Centre; Ottawa Hospital; McGill University Health Centre; McGill University; University of Ottawa; Queen Elizabeth II Health Sciences Centre; University of Alberta; Princess Margaret Cancer Centre; University of Calgary; Hôpital de l'Enfant-Jésus; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; International Prognostic Scoring System; Quality of life (healthcare); Internal medicine; Myelodysplastic syndromes; Rating scale; Disease; Population; Cancer; Physical therapy; Gerontology; Oncology; Psychology; Environmental health","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":[0.004309733,0.0006062482,0.0005623174,0.001009703,0.001326766,0.001394368,0.0007970678,0.0006461781,0.003866496],"category_scores_gemma":[0.006829264,0.0002594574,0.000653523,0.002017403,0.0008162002,0.0008480849,0.00145737,0.0008265939,0.0006250234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003598807,"about_ca_system_score_gemma":0.004221996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1098412,"about_ca_topic_score_gemma":0.1847749,"domain_scores_codex":[0.9988004,0.000319259,0.00008380956,0.0002126054,0.0003165121,0.0002674591],"domain_scores_gemma":[0.9961562,0.0005370334,0.00118736,0.0005563615,0.0009814863,0.0005815591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004651726,0.00007334943,0.9924776,0.00008014731,0.0001242789,0.00003794646,0.0002516574,0.00005025195,0.00005536246,0.0001740638,0.001177225,0.005033038],"study_design_scores_gemma":[0.00007617233,0.0001658567,0.9951521,0.0001302826,0.000205144,0.0001465068,0.0005085811,0.0001317793,0.00002901611,0.0001621687,0.003281247,0.00001109691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985056,0.003927324,0.000325054,0.001168401,0.00006595036,0.0002126627,0.003187516,0.00001204886,0.006044926],"genre_scores_gemma":[0.9961298,0.0006366635,0.0002091111,0.0002749159,0.0001082962,0.00008933787,0.00179289,0.000006620543,0.0007524352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098412,"threshold_uncertainty_score":0.2184036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06734713098575712,"score_gpt":0.2858249872707601,"score_spread":0.2184778562850029,"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."}}