{"id":"W2610988607","doi":"10.1016/j.leukres.2017.11.005","title":"Iron chelation therapy in lower IPSS risk myelodysplastic syndromes; which subtypes benefit?","year":2017,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Myelodysplastic syndromes; Chelation therapy; Medicine; Internal medicine; Chelation; International Prognostic Scoring System; Oncology; Chemistry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003967852,0.0003747704,0.0006366109,0.001029996,0.00111231,0.0003857136,0.001184518,0.0005862019,0.0008076551],"category_scores_gemma":[0.004644149,0.0003215502,0.0001394158,0.0009966107,0.0006052456,0.0005573885,0.0005732626,0.003661876,0.001599367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005467968,"about_ca_system_score_gemma":0.002786416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883697,"about_ca_topic_score_gemma":0.001435635,"domain_scores_codex":[0.9940795,0.0004411926,0.000569091,0.001030499,0.00221393,0.001665739],"domain_scores_gemma":[0.9948354,0.0009972191,0.0001975532,0.002437914,0.001013855,0.0005181086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0100725,0.0008749369,0.801284,0.0005598941,0.0003369619,0.00249381,0.002132833,0.0007463114,0.03472257,0.002362136,0.006932523,0.1374816],"study_design_scores_gemma":[0.008746115,0.00138416,0.9655079,0.0003692207,0.00002411218,0.0001247286,0.000179438,0.01198317,0.003913418,0.001476127,0.005891585,0.0004000277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744105,0.000525663,0.00003293176,0.002769894,0.0002468704,0.001395626,0.00002204579,0.00009005013,0.02050644],"genre_scores_gemma":[0.9848802,0.002806938,0.0003871807,0.0000691418,0.0004979495,0.000199412,0.0000551588,0.0001181738,0.01098584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642239,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06300820510607573,"score_gpt":0.3745029270335802,"score_spread":0.3114947219275044,"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."}}