{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002597544,0.0001463824,0.0001734181,0.0005817503,0.0002638909,0.0004035062,0.0001982874,0.0002777838,0.003309191],"category_scores_gemma":[0.002095238,0.0001378375,0.0001340867,0.0006755882,0.0001972164,0.0002365297,0.0001998695,0.0003644353,0.0004040173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545175,"about_ca_system_score_gemma":0.0002064908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582612,"about_ca_topic_score_gemma":0.002521976,"domain_scores_codex":[0.9998963,0.00001889251,0.00001548574,0.00001749084,0.00002707709,0.00002482367],"domain_scores_gemma":[0.9985054,0.0002618986,0.0007819129,0.0000470199,0.0001549122,0.0002489982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007540379,0.000006808511,0.9989048,0.000003298764,0.000004018631,0.0000537408,0.00002235167,0.00002748948,0.0001325437,0.000005282351,0.00008871859,0.0006754407],"study_design_scores_gemma":[0.000002887959,0.00005468817,0.9989807,0.000006466295,0.000008069552,0.000455464,0.00004866289,0.0001555845,0.00009255797,0.00001136314,0.0001812954,0.000002312644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991341,0.0002288742,0.00002915281,0.00002788011,0.00000324532,0.000002472029,0.0002352417,0.000004162704,0.0003349839],"genre_scores_gemma":[0.9995159,0.00006317414,0.0000297948,0.000006264835,0.000006130815,0.000001880331,0.0002598903,0.000001281521,0.0001158269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003309191,"threshold_uncertainty_score":0.01107037,"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."}}