{"id":"W2068527999","doi":"10.1097/moh.0000000000000111","title":"Preleukemia","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Hematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Preleukemia; Medicine; Internal medicine; Leukemia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006159181,0.0005297265,0.003566156,0.0009193653,0.00002743598,0.00001419716,0.000430244,0.0008381834,0.0002646773],"category_scores_gemma":[0.0005339931,0.0004195316,0.0004135017,0.0008163703,0.0001812465,0.0000513853,0.0003537633,0.002115259,0.001580151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736822,"about_ca_system_score_gemma":0.004396099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008091244,"about_ca_topic_score_gemma":5.679961e-7,"domain_scores_codex":[0.9965277,0.0003944743,0.001165144,0.0007647224,0.000434274,0.00071365],"domain_scores_gemma":[0.9979455,0.0003236343,0.0003170709,0.0008657263,0.0001733517,0.0003746492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002248866,0.000131968,0.00009023368,0.0963311,0.00005793425,0.00003636947,0.00003099473,6.033383e-8,1.006639e-8,0.002149584,0.09325642,0.8078929],"study_design_scores_gemma":[0.001031096,0.00009789735,0.00000332297,0.03961589,0.0001300538,0.002443148,0.000008785933,0.00002758669,1.738148e-7,0.0001630906,0.9561871,0.0002918438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001173604,0.9905685,0.0000291238,0.00009728251,0.006059552,0.001913782,0.00002782922,0.00009414657,0.001208605],"genre_scores_gemma":[7.022294e-7,0.9972286,0.0001478174,0.000008760069,0.0007761598,0.0006044327,0.0009144971,0.00009330716,0.0002257789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8629307,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2342366746810023,"score_gpt":0.4916530051068441,"score_spread":0.2574163304258418,"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."}}