{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568264,0.0001867658,0.0005213304,0.0002989846,0.0001120317,0.00002437055,0.0003515334,0.0001455831,0.0004177772],"category_scores_gemma":[0.0008111997,0.0001450123,0.0001720103,0.0009320493,0.0001344416,0.0001171053,0.000189027,0.0002131963,0.00002015972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083483,"about_ca_system_score_gemma":0.0001800317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349058,"about_ca_topic_score_gemma":0.0004347912,"domain_scores_codex":[0.9978461,0.00008791486,0.0004955773,0.0004414326,0.0008263473,0.0003026512],"domain_scores_gemma":[0.9978659,0.0005663946,0.0002797887,0.0006780942,0.0004016152,0.0002082646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003002168,0.0007212211,0.8393418,0.0002703988,0.002475939,0.000008895542,0.002959755,0.0005392688,0.03844032,0.0009552299,0.1009568,0.01032826],"study_design_scores_gemma":[0.002750937,0.0005347161,0.9454222,0.0001952098,0.000739661,0.000001331568,0.001225596,0.0359298,0.01098083,0.00006567393,0.001987467,0.0001666352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958035,0.0000461704,0.0002435974,0.0009820652,0.0002560983,0.0008529118,0.00104156,0.00002873783,0.0007453495],"genre_scores_gemma":[0.9943728,0.0001125806,0.0003195527,0.0002183066,0.0001164198,0.0001572927,0.0010598,0.00003434679,0.003608845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060804,"threshold_uncertainty_score":0.591343,"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."}}