{"id":"W2550339374","doi":"10.1182/blood.v112.11.2685.2685","title":"Iron Overload and Haematopoiesis in MDS: Does Blood Transfusion Promote Progression to AML?","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital","funders":"","keywords":"Haematopoiesis; Myelodysplastic syndromes; Stem cell; Progenitor cell; Immunology; Biology; Medicine; Cancer research; Bone marrow; Cell biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003549439,0.0001253669,0.0001511817,0.0004387669,0.0001495169,0.0002721292,0.0001613474,0.0003185594,0.002296048],"category_scores_gemma":[0.0003913799,0.00007008892,0.0001462026,0.0003527006,0.0002121468,0.0001964672,0.0001307082,0.000278229,0.0002112121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682467,"about_ca_system_score_gemma":0.0002367249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005950797,"about_ca_topic_score_gemma":0.0005639123,"domain_scores_codex":[0.9999231,0.00002388385,0.000007032495,0.00001226877,0.00001918031,0.00001448212],"domain_scores_gemma":[0.9997838,0.00005977911,0.00008335393,0.000009128104,0.00002054946,0.00004343929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0217659,0.0009259538,0.5680535,0.001493262,0.0002681055,0.006426761,0.000864739,0.001382602,0.2871406,0.002087013,0.002930659,0.1066608],"study_design_scores_gemma":[0.0002475027,0.004428117,0.908048,0.0001881294,0.0003818857,0.00732252,0.0005279246,0.00315973,0.05983057,0.001613492,0.0142213,0.00003090623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932578,0.004920894,0.0003332695,0.0002942897,0.00002659772,0.00002720726,0.0002084919,0.0000200531,0.0009114522],"genre_scores_gemma":[0.9980929,0.001036661,0.0002173272,0.00004503736,0.00003394046,0.000009776492,0.0001182142,0.000001774566,0.0004443541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296048,"threshold_uncertainty_score":0.007681072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334661302922336,"score_gpt":0.2825761477354372,"score_spread":0.2692295347062139,"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."}}