{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005930571,0.001102363,0.001622995,0.004445739,0.001229367,0.00329272,0.003236517,0.006041271,0.02626051],"category_scores_gemma":[0.04188794,0.001123828,0.001719862,0.004622058,0.00123966,0.00194234,0.002409767,0.00675316,0.01851706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923212,"about_ca_system_score_gemma":0.01525505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02978715,"about_ca_topic_score_gemma":0.05794035,"domain_scores_codex":[0.992063,0.00248653,0.001762506,0.0002865793,0.002944953,0.0004563737],"domain_scores_gemma":[0.9766473,0.005715798,0.003061035,0.0007226638,0.01242655,0.001426668],"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":[0.00006477652,0.0000430251,0.0005207435,0.0005834531,0.00002412106,0.0001863975,0.00006784838,0.000257486,0.000168696,0.002405121,0.9442933,0.05138505],"study_design_scores_gemma":[0.0002537754,0.00004188,0.002162481,0.003487279,0.00005606879,0.000960735,0.00006880458,0.0003356962,0.0002396083,0.0032666,0.9890811,0.00004585996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004625483,0.1869353,0.02721761,0.2942518,0.03592211,0.007943672,0.07492326,0.005798392,0.3623825],"genre_scores_gemma":[0.02430107,0.1743597,0.1348967,0.216555,0.01510566,0.01417424,0.2108392,0.004122265,0.2056461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02978715,"threshold_uncertainty_score":0.08785009,"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."}}