{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034311,0.0001850135,0.000820698,0.0002496584,0.0001486079,0.00005488307,0.0006203617,0.00006853874,0.0001147311],"category_scores_gemma":[0.002240255,0.0001158743,0.0001860485,0.0001334598,0.0009331356,0.0001833496,0.0002195232,0.0005475293,0.00001031744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963567,"about_ca_system_score_gemma":0.0006572457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003132146,"about_ca_topic_score_gemma":0.000003527834,"domain_scores_codex":[0.9977879,0.000391782,0.0006848907,0.0002012772,0.0006164473,0.0003177062],"domain_scores_gemma":[0.996129,0.000717392,0.001782108,0.000612787,0.0005701998,0.0001885186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03311492,0.0005558295,0.8775286,0.0003299325,0.006220675,0.005640015,0.02110142,0.001474517,0.02641941,0.0006544657,0.01328727,0.01367292],"study_design_scores_gemma":[0.0253805,0.02373352,0.7036335,0.01044613,0.001797843,0.1333941,0.0628093,0.01082926,0.01964944,0.0006783425,0.006429525,0.001218561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849293,0.0008514829,0.00178741,0.01119681,0.0005976388,0.0003004061,0.000007789917,0.00001305141,0.000316154],"genre_scores_gemma":[0.9983796,0.0001348415,0.000792305,0.0001358358,0.000191191,0.00000526903,0.000001497036,0.00003523913,0.0003241858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738951,"threshold_uncertainty_score":0.4725218,"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."}}