{"id":"W4310120207","doi":"10.1182/blood-2022-156411","title":"Treatment Patterns and Outcomes in Lower-Risk, Non-Del(5q) Myelodysplastic Syndromes: Findings from a Global Real-World Medical Record Review Study","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myelodysplastic syndromes; Medical record; Anemia; International Prognostic Scoring System; Hematologist; Internal medicine; Pediatrics; Disease; Bone marrow","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006661733,0.0002406972,0.0009392818,0.009706945,0.0004559911,0.002131998,0.0008168369,0.0006242106,0.001036377],"category_scores_gemma":[0.03256491,0.000251529,0.00133819,0.02372301,0.0005592523,0.001638511,0.001405396,0.0004980144,0.000206539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685028,"about_ca_system_score_gemma":0.003313727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009824891,"about_ca_topic_score_gemma":0.02294869,"domain_scores_codex":[0.9847527,0.003586621,0.0071131,0.00171896,0.00235452,0.000474064],"domain_scores_gemma":[0.911352,0.018106,0.06022757,0.001961965,0.007004123,0.001348335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195178,0.00002600218,0.9816641,0.004130374,0.0008859469,0.0002310648,0.001167442,0.00006073426,0.0001088023,0.0001113959,0.001928699,0.00949038],"study_design_scores_gemma":[0.00003208915,0.00007656494,0.9880084,0.002426381,0.0007475141,0.00096846,0.002350773,0.0001345862,0.0001014905,0.00004644828,0.005083835,0.00002344801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775433,0.07590626,0.0003341941,0.001616386,0.0000462633,0.0002853045,0.04188208,0.0000196192,0.002366519],"genre_scores_gemma":[0.9712234,0.01626292,0.0006471722,0.0006135054,0.00006489998,0.000284607,0.01076748,0.00001046451,0.0001254667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009824891,"threshold_uncertainty_score":0.03523099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122256794205495,"score_gpt":0.3259199848047975,"score_spread":0.3046974168627425,"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."}}