{"id":"W4401584219","doi":"10.1080/14796694.2024.2379228","title":"Treatment characteristics and outcomes in lower-risk, non-del(5q) myelodysplastic syndromes: findings from a medical record review in the USA, Canada and Europe","year":2024,"lang":"en","type":"article","venue":"Future Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Medicine; Myelodysplastic syndromes; Family medicine; Medical record; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005807072,0.0002452009,0.0008392657,0.0001402886,0.00004806835,0.00002315473,0.000167286,0.0002269853,0.0005114467],"category_scores_gemma":[0.0009729139,0.0001402519,0.00003887781,0.0003820194,0.0001254108,0.00003941015,0.00009782469,0.001000676,0.00004624705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027871,"about_ca_system_score_gemma":0.002788911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1981325,"about_ca_topic_score_gemma":0.6842563,"domain_scores_codex":[0.9980412,0.0003324188,0.0004176607,0.0004478811,0.000382616,0.0003782548],"domain_scores_gemma":[0.9976538,0.00176827,0.00005534657,0.0002668849,0.00003500933,0.0002207249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002955307,0.0002331581,0.7869972,0.00109897,0.0002320505,0.04129823,0.001089894,4.640667e-8,0.00003549132,0.00006023547,0.03663064,0.1320286],"study_design_scores_gemma":[0.001480983,0.001036978,0.6923942,0.001133385,0.000166218,0.0009654423,0.0001253906,0.0002109974,8.137492e-7,0.000007678371,0.3023574,0.0001204644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525764,0.007247634,0.000004263213,0.03819157,0.0007467593,0.0006812048,0.00009473952,0.00001156779,0.0004458716],"genre_scores_gemma":[0.8548148,0.1352696,0.0002903489,0.007225818,0.0006920698,0.0001961736,0.0001224626,0.00005109769,0.001337681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861238,"threshold_uncertainty_score":0.8072072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580949038752389,"score_gpt":0.3146658372621287,"score_spread":0.2988563468746048,"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."}}