{"id":"W4395049195","doi":"10.3390/curroncol31050175","title":"A Brief Overview of the Molecular Landscape of Myelodysplastic Neoplasms","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myelodysplastic syndromes; Medicine; Germline; Somatic evolution in cancer; Disease; Bone marrow failure; Germline mutation; Myeloid; Dysplasia; Bone marrow; Cancer; Bioinformatics; Haematopoiesis; Stem cell; Mutation; Biology; Cancer research; Genetics; Immunology; Gene; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166723,0.0006709478,0.0005319278,0.002558239,0.0002814439,0.0006526237,0.0003959762,0.0007498969,0.005288019],"category_scores_gemma":[0.0006215219,0.0002045063,0.0004748932,0.00156774,0.0002187252,0.001150725,0.0003688884,0.001289454,0.002942723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555723,"about_ca_system_score_gemma":0.0006543595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008590799,"about_ca_topic_score_gemma":0.001536821,"domain_scores_codex":[0.9998405,0.00003409996,0.00003022317,0.00002927364,0.00004569141,0.00002017002],"domain_scores_gemma":[0.9997196,0.0001012087,0.00004637472,0.00000765246,0.00008462576,0.00004061442],"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":[0.000221741,0.0001097295,0.002027028,0.008184678,0.00009331839,0.002221049,0.0001854672,0.0006306936,0.00744529,0.00588423,0.2089649,0.7640318],"study_design_scores_gemma":[0.000005920902,0.00009881618,0.001910323,0.001170408,0.00005253677,0.00720325,0.00005659431,0.0001014692,0.0004733848,0.001312431,0.9875987,0.00001615196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001270939,0.9853489,0.001204132,0.003005267,0.002207769,0.00003152855,0.0002689252,0.00008379318,0.006578906],"genre_scores_gemma":[0.003960283,0.9817209,0.002160059,0.002040824,0.00452766,0.00004083672,0.0007336838,0.00001591427,0.004799899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005288019,"threshold_uncertainty_score":0.01769012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08681469139194671,"score_gpt":0.415816746283324,"score_spread":0.3290020548913773,"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."}}