{"id":"W2072297806","doi":"10.1002/cncr.23325","title":"Outcome of patients who develop acute leukemia or myelodysplasia as a second malignancy after solid tumors treated surgically or with strategies that include chemotherapy and/or radiation","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Acute leukemia; Radiation therapy; Leukemia; Chemotherapy; Internal medicine; Malignancy; Survival rate; Transplantation; Surgery; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003655362,0.0002380432,0.0005187789,0.0001004444,0.00009715612,0.00002120158,0.00006234859,0.00009649672,0.002614926],"category_scores_gemma":[0.000009238473,0.0001346587,0.00004555019,0.0003681759,0.0001380918,0.0002433749,0.00002042128,0.0001335822,0.000006911211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357289,"about_ca_system_score_gemma":0.001546898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642942,"about_ca_topic_score_gemma":0.001055354,"domain_scores_codex":[0.998896,0.00002483946,0.0003039651,0.0002917666,0.0002310743,0.0002523503],"domain_scores_gemma":[0.9992768,0.00003567184,0.0001690023,0.0001849047,0.0001998451,0.0001337476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01687804,0.0001084689,0.9741188,0.0002222016,0.0004252771,0.0004692796,0.001763004,0.00001072409,0.000663165,0.00001579974,0.001084203,0.004240983],"study_design_scores_gemma":[0.006866531,0.001236264,0.9681135,0.0002837433,0.0001563761,0.0002523834,0.0001203597,0.000007610805,0.01484105,0.000004941734,0.007876561,0.0002406683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979544,0.0001309938,0.00001971822,0.0001767305,0.000077365,0.0005626539,0.00007869237,0.00004417156,0.0009553021],"genre_scores_gemma":[0.9867448,0.001328166,0.0001057562,0.0008128553,0.00007074744,0.0002963903,0.00002721944,0.00004275893,0.01057131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01417788,"threshold_uncertainty_score":0.9982968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187941535594333,"score_gpt":0.3022156056073432,"score_spread":0.2803361902513998,"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."}}