{"id":"W2734059981","doi":"10.1002/ajh.24842","title":"ITACA: A new validated international erythropoietic stimulating agent‐response score that further refines the predictive power of previous scoring systems","year":2017,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Predictive power; Medicine; Internal medicine","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":[0.004638692,0.0009387732,0.0009109683,0.004337416,0.000309093,0.001371659,0.0009200895,0.0006059336,0.003388897],"category_scores_gemma":[0.01386909,0.0001362456,0.001389914,0.001801724,0.0004647694,0.0006225808,0.001048889,0.0008940247,0.0008348281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007467922,"about_ca_system_score_gemma":0.001669637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351367,"about_ca_topic_score_gemma":0.004485366,"domain_scores_codex":[0.9983789,0.0004633051,0.0002322996,0.0002354756,0.0005520245,0.0001380773],"domain_scores_gemma":[0.9913369,0.002998874,0.002742987,0.0004339149,0.002053369,0.0004339836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001849882,0.0002453157,0.8693827,0.0002969441,0.0007470349,0.0001326303,0.000193882,0.005095905,0.002077589,0.0006977975,0.01064752,0.1086328],"study_design_scores_gemma":[0.0006014213,0.001287666,0.9598582,0.0002220811,0.0006964537,0.001411192,0.0001196026,0.02116796,0.00132137,0.001172006,0.01204078,0.0001012701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403127,0.002757662,0.02092623,0.0008202585,0.0003358187,0.001205566,0.01230478,0.0009201027,0.02041686],"genre_scores_gemma":[0.9719676,0.000498708,0.01451235,0.0002456327,0.0002064791,0.0006346897,0.009618693,0.00009378124,0.002222116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005351367,"threshold_uncertainty_score":0.02453202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143426235158375,"score_gpt":0.3463324390068085,"score_spread":0.3048981766552248,"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."}}