{"id":"W2532528872","doi":"10.1182/blood.v118.21.2791.2791","title":"Initial Transfusion Rate Predicts Survival in MDS","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Internal medicine; Blood transfusion; Myelodysplastic syndromes; Disease; International Prognostic Scoring System; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001230557,0.00007510687,0.0001840771,0.00004257183,0.00001712997,0.000003050937,0.00004042417,0.00009710678,0.0004347296],"category_scores_gemma":[0.0002981812,0.0000576753,0.00003965626,0.0001077087,0.00003548841,0.00002554734,0.00001336115,0.0001176067,0.00005048362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002985055,"about_ca_system_score_gemma":0.00003544179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009690472,"about_ca_topic_score_gemma":0.00007876749,"domain_scores_codex":[0.9994054,0.00003831551,0.0001608397,0.0001322789,0.00009528835,0.0001678322],"domain_scores_gemma":[0.9996837,0.00007734681,0.00001486024,0.0001051952,0.00002303923,0.0000959073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007237406,0.007978578,0.9761588,0.000183596,0.00005601246,0.002362993,0.001979413,5.813642e-7,0.002263797,0.004881645,0.0004432895,0.002967546],"study_design_scores_gemma":[0.01174076,0.001278938,0.9665816,0.0001629116,0.000147887,0.00005254036,0.000236127,0.00003968084,0.01651061,0.002524544,0.0005442454,0.0001801117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429147,0.0001125462,0.0001308125,0.000140579,0.00009595837,0.0001852075,0.000005088124,0.00004295093,0.05637219],"genre_scores_gemma":[0.9991543,0.0001770851,0.0002623644,0.0002854526,0.00004638412,0.00001155209,0.00001039024,0.000008256561,0.00004427191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05632792,"threshold_uncertainty_score":0.4759984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05105698657781725,"score_gpt":0.2760764086170799,"score_spread":0.2250194220392626,"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."}}