{"id":"W1998475390","doi":"10.1002/cncr.24373","title":"Outcomes and quality of care in acute myeloid leukemia over 40 years","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Myeloid leukemia; Comorbidity; Cancer registry; Chemotherapy; Multivariate analysis; Referral; Internal medicine; Cancer; Pediatrics; Logistic regression; Population","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":[0.000152597,0.000103437,0.0003899579,0.0001128386,0.00001391028,0.000006164511,0.00008204062,0.00009959206,0.0001480369],"category_scores_gemma":[0.00006869668,0.00008801509,0.00005766811,0.0001969088,0.00008377232,0.00006103151,0.0000397019,0.0002482936,0.000005965449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008911578,"about_ca_system_score_gemma":0.0004877964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011983,"about_ca_topic_score_gemma":0.000314473,"domain_scores_codex":[0.9990099,0.00003598956,0.0002391951,0.0002127544,0.0002700528,0.000232095],"domain_scores_gemma":[0.9994592,0.00004930668,0.00005445024,0.0002614832,0.00007305632,0.0001024773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001081071,0.00003094091,0.9055672,0.0002064824,0.0001025493,0.0000789706,0.002847097,0.000009922053,0.01947797,0.0003136524,0.00236114,0.06792299],"study_design_scores_gemma":[0.002690284,0.0001256741,0.9916813,0.0000748183,0.00002747402,0.000002521102,0.0002229001,0.00002053297,0.002527535,0.00004344507,0.002494701,0.00008880776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947004,0.002283304,0.000003079669,0.0007085898,0.00005063877,0.0002362306,0.00002886673,0.00001812047,0.001970785],"genre_scores_gemma":[0.9963489,0.0008855928,0.0002039521,0.001050761,0.00005447283,0.00001356788,0.00001026605,0.0000120534,0.001420411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861141,"threshold_uncertainty_score":0.3589151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880503527379301,"score_gpt":0.3747809161617977,"score_spread":0.3459758808880046,"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."}}