{"id":"W4311358889","doi":"10.1038/s41408-022-00765-8","title":"Management of patients with lower-risk myelodysplastic syndromes","year":2022,"lang":"en","type":"review","venue":"Blood Cancer Journal","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Bristol-Myers Squibb","keywords":"Myelodysplastic syndromes; Medicine; Internal medicine; Disease; Myeloid leukemia; Oncology; Dysplasia; Hematologic disease; International Prognostic Scoring System; Intensive care medicine; Bone marrow","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":[0.0005353114,0.000450243,0.001032803,0.0009588813,0.0001792104,0.0006042562,0.0006987952,0.0006530607,0.001689686],"category_scores_gemma":[0.001356561,0.0001081593,0.0005598118,0.000639013,0.0001769529,0.0005709684,0.0004426938,0.001273271,0.0006950711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981548,"about_ca_system_score_gemma":0.0006306048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007356405,"about_ca_topic_score_gemma":0.001690622,"domain_scores_codex":[0.9997922,0.00006097715,0.00004238742,0.00002550441,0.00006302248,0.00001593222],"domain_scores_gemma":[0.9997322,0.0001312337,0.00005117427,0.000006011076,0.00006028278,0.00001908888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008578047,0.00003559317,0.0004096279,0.01476344,0.0001522587,0.0002316594,0.00006646744,0.0002309601,0.0006506911,0.001220705,0.020509,0.9616438],"study_design_scores_gemma":[0.0001164366,0.0001936721,0.00453607,0.02244936,0.0005451934,0.005617412,0.0001536444,0.0001808559,0.0006635323,0.002766823,0.9627451,0.00003183855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002464954,0.9985183,0.0001010897,0.0003937334,0.0001141208,0.000005675141,0.00001850218,0.000004249624,0.0005978811],"genre_scores_gemma":[0.002149047,0.9967663,0.00025561,0.0003705679,0.0001496187,0.000009633749,0.00005951951,0.000001410162,0.0002381627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001689686,"threshold_uncertainty_score":0.005652547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015095816860201,"score_gpt":0.3252116550783994,"score_spread":0.2950606969097974,"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."}}