{"id":"W4210627757","doi":"10.6004/jnccn.2022.0009","title":"NCCN Guidelines® Insights: Myelodysplastic Syndromes, Version 3.2022","year":2022,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gilead Sciences (Canada)","funders":"Astellas Pharma; Seagen","keywords":"Medicine; Myelodysplastic syndromes; Multidisciplinary approach; Intensive care medicine; Malignancy; MEDLINE; Clinical Practice; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000430274,0.0001713549,0.0003997548,0.0002312976,0.0005868523,0.00002122707,0.0005540081,0.00005701867,0.0013568],"category_scores_gemma":[0.0004718521,0.0001192376,0.0003084589,0.001088082,0.00009926458,0.0001122503,0.0005323897,0.001322635,0.00001620373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662927,"about_ca_system_score_gemma":0.001969283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001412262,"about_ca_topic_score_gemma":0.000002112829,"domain_scores_codex":[0.9960595,0.0002902103,0.000665113,0.0001917567,0.002500053,0.000293401],"domain_scores_gemma":[0.9949808,0.0005089698,0.0005807305,0.0001783368,0.003591284,0.0001599324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007988389,0.00005760486,0.001302181,0.00002876101,0.000371729,0.00008045768,0.00007433273,0.1966029,0.001957625,0.0003168338,0.7978284,0.0005803377],"study_design_scores_gemma":[0.003347796,0.0005004862,0.0216565,0.0002793859,0.0001962174,0.002335628,0.0002648909,0.01000594,0.00009754567,0.001851037,0.9592875,0.0001770161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397574,0.06514166,0.0003684638,0.07574984,0.01359679,0.001402318,0.0001735121,0.00006411094,0.003745846],"genre_scores_gemma":[0.9669274,0.001465139,0.001289101,0.02089747,0.005546282,0.0000478629,0.00002605441,0.0000622032,0.003738462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865969,"threshold_uncertainty_score":0.9995561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733164020931557,"score_gpt":0.3587119228382091,"score_spread":0.2853955207450534,"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."}}