{"id":"W4405038017","doi":"10.1182/blood-2024-206948","title":"Impact of Luspatercept on Healthcare Resource Use (HCRU) Among Patients with Lower-Risk, Myelodysplastic Syndromes (LR-MDS): A Medical Record Review in Canada, Germany, and Spain","year":2024,"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":"Myelodysplastic syndromes; Medicine; Health care; Family medicine; Gerontology; Internal medicine; Political science; 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":[0.001766577,0.0001631351,0.0006541075,0.005900476,0.0004864355,0.00127627,0.0006384414,0.0003099949,0.0008021172],"category_scores_gemma":[0.006318219,0.0001562914,0.0006113721,0.01487858,0.0004055403,0.0003807777,0.0003990151,0.0002729042,0.00008251864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007051014,"about_ca_system_score_gemma":0.01345155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6499096,"about_ca_topic_score_gemma":0.7497258,"domain_scores_codex":[0.9976787,0.000277194,0.0006551112,0.0002959852,0.0008790986,0.0002138617],"domain_scores_gemma":[0.9870796,0.002232837,0.005604516,0.0002454666,0.004338672,0.0004989106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202411,0.00001917829,0.973888,0.002969792,0.0003632286,0.0003505752,0.0005864435,0.00007313879,0.0001201536,0.00007156619,0.002122929,0.01923254],"study_design_scores_gemma":[0.00001572469,0.00002928307,0.9916244,0.001369391,0.0003013261,0.0004234201,0.001314216,0.0001100445,0.00009401537,0.000008937513,0.004697607,0.00001169665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8238882,0.1283788,0.0001833391,0.001096512,0.00005332657,0.0002174775,0.04206175,0.00001960282,0.004100933],"genre_scores_gemma":[0.9382892,0.04851918,0.0003767684,0.0004558228,0.00004994529,0.00009132337,0.01186148,0.000007785067,0.000348495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6499096,"threshold_uncertainty_score":0.7043042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184600758059324,"score_gpt":0.2738027733895166,"score_spread":0.2619567658089234,"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."}}