{"id":"W4393902150","doi":"10.3390/curroncol31040148","title":"Myelodysplastic Neoplasms (MDS): The Current and Future Treatment Landscape","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myelodysplastic syndromes; Medicine; Disease; Dysplasia; Bone marrow; Haematopoiesis; Bioinformatics; Myeloid leukemia; Oncology; Stem cell; Internal medicine; Biology; Genetics","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":[0.002393184,0.0004983807,0.001016699,0.0009848967,0.0005556798,0.001959986,0.0007205915,0.001697268,0.005097912],"category_scores_gemma":[0.002647108,0.0001664874,0.0004937944,0.0008631796,0.0009391502,0.002732227,0.001185709,0.003097807,0.001246573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207544,"about_ca_system_score_gemma":0.00253922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008376709,"about_ca_topic_score_gemma":0.003116386,"domain_scores_codex":[0.9994082,0.0001856547,0.00008470888,0.0000876678,0.0001611847,0.00007256627],"domain_scores_gemma":[0.997933,0.0008117892,0.0002832389,0.00005089695,0.0005037588,0.0004172338],"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":[0.0002858367,0.0001682541,0.001310682,0.001981029,0.0000474702,0.0002287656,0.0001032033,0.0005539032,0.001083857,0.009865458,0.04930805,0.9350635],"study_design_scores_gemma":[0.0001822563,0.0008223717,0.003377734,0.005530993,0.0002196477,0.0019064,0.0006103796,0.001096693,0.0005734891,0.01679282,0.9688306,0.00005664244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001462862,0.9467345,0.0008565867,0.04773816,0.0008499962,0.00001234282,0.00005526604,0.00006032795,0.002230051],"genre_scores_gemma":[0.01481846,0.9639676,0.002721035,0.01250766,0.004162429,0.00004275022,0.0002042915,0.0000197128,0.001556148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005097912,"threshold_uncertainty_score":0.01705426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681770965295976,"score_gpt":0.3991586053752961,"score_spread":0.3423408957223364,"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."}}