{"id":"W4403568979","doi":"10.1016/j.htct.2024.09.742","title":"LUSPATERCEPT UTILIZATION PATTERNS IN LOWER-RISK MYELODYSPLASTIC SYNDROMES: FINDINGS FROM A MULTINATIONAL MEDICAL RECORD REVIEW STUDY","year":2024,"lang":"en","type":"article","venue":"Hematology Transfusion and Cell Therapy","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multinational corporation; Myelodysplastic syndromes; Family medicine; Internal medicine; Finance","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":[0.004834585,0.0001413577,0.0004640713,0.004582434,0.0004233093,0.001313066,0.0005733903,0.0003525818,0.001032312],"category_scores_gemma":[0.02187157,0.0001790524,0.0005838007,0.01316774,0.0003369632,0.0006304014,0.0006632866,0.0002367519,0.0001451288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405378,"about_ca_system_score_gemma":0.005309437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05996342,"about_ca_topic_score_gemma":0.1309787,"domain_scores_codex":[0.9933327,0.001709758,0.00231779,0.0008157667,0.001541562,0.00028245],"domain_scores_gemma":[0.9400976,0.0137005,0.03604046,0.001760083,0.007451325,0.0009501921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002282304,0.00001785065,0.9861944,0.001436855,0.0002483471,0.0001785747,0.0006175013,0.00002999759,0.0001352507,0.00004669371,0.001178364,0.009688065],"study_design_scores_gemma":[0.00002225408,0.0000371537,0.9952354,0.0006879407,0.0002812561,0.0003914836,0.0006654752,0.00007547221,0.00009211437,0.000009572264,0.002493701,0.000008219292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503818,0.02325737,0.0002306105,0.0006662807,0.0000208004,0.0001941161,0.02258525,0.00001380606,0.002649863],"genre_scores_gemma":[0.98225,0.008777851,0.0004564152,0.0005135207,0.00004459701,0.0001865804,0.007509011,0.000006679501,0.0002552334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05996342,"threshold_uncertainty_score":0.1192288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426642712876994,"score_gpt":0.3318220713860433,"score_spread":0.2975556442572734,"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."}}