{"id":"W4385666344","doi":"10.1097/01.hs9.0000967592.61626.0d","title":"S170: MYELODYSPLASTIC NEOPLASMS (MDS) CLASSIFICATION FROM WHO 2017 TO WHO 2022 AND ICC 2022): AN EXPANDED ANALYSIS OF 7017 PATIENTS ON BEHALF OF THE INTERNATIONAL CONSORTIUM FOR MDS (ICMDS)","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Myelodysplastic syndromes; Cohort; Medicine; Internal medicine; Oncology; Overall survival; Library science; 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":[0.001313568,0.0004464098,0.0006192467,0.002568424,0.0004637248,0.001032222,0.0005776652,0.0003364315,0.003423447],"category_scores_gemma":[0.002972231,0.0002208836,0.0006702346,0.00404299,0.0002478061,0.0003763771,0.001312801,0.0004424259,0.001047812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006083626,"about_ca_system_score_gemma":0.001415989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009965437,"about_ca_topic_score_gemma":0.01508117,"domain_scores_codex":[0.9990952,0.0001597855,0.0001511597,0.0002274317,0.0002084214,0.0001579798],"domain_scores_gemma":[0.9977107,0.0003097306,0.0009122174,0.0002768731,0.0004393244,0.0003511124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049924,0.00004815226,0.9508971,0.0002491627,0.0003029921,0.0002431062,0.000245091,0.0004018349,0.001187249,0.000227159,0.02724879,0.0178994],"study_design_scores_gemma":[0.0001273802,0.0001003183,0.9766679,0.000150331,0.0001899036,0.0009216869,0.0003486424,0.0005066264,0.0004326421,0.0001968264,0.02033673,0.0000210672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498665,0.001133484,0.0005075653,0.0003100742,0.00007528494,0.0001163534,0.1458203,0.00006179455,0.002108671],"genre_scores_gemma":[0.5625733,0.0005933806,0.0008182227,0.0002835117,0.0001241943,0.000308927,0.4341382,0.00008304568,0.001077148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009965437,"threshold_uncertainty_score":0.01981491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044107343960168,"score_gpt":0.3297984874179017,"score_spread":0.2893574139783001,"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."}}