{"id":"W4221042673","doi":"10.1080/10428194.2021.2002321","title":"Real-world treatment patterns and clinical outcomes in patients with AML unfit for first-line intensive chemotherapy <sup>*</sup>","year":2022,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"AbbVie","keywords":"Medicine; Cytarabine; Internal medicine; Myeloid leukemia; Retrospective cohort study; Oncology; Chemotherapy","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"],"consensus_categories":[],"category_scores_codex":[0.0006655385,0.001007811,0.002006698,0.0007757281,0.0006279292,0.0001119212,0.000413567,0.0003491685,0.0001586525],"category_scores_gemma":[0.0002235342,0.0007959811,0.0004129556,0.0007777841,0.0004881674,0.0002495482,0.0004531146,0.0003779675,0.00001294295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01959571,"about_ca_system_score_gemma":0.003498449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009949648,"about_ca_topic_score_gemma":0.001727566,"domain_scores_codex":[0.9942585,0.0002676786,0.001388943,0.001727376,0.0009684875,0.001389031],"domain_scores_gemma":[0.9960144,0.001266019,0.0004049957,0.001111514,0.0004281022,0.000775008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009016664,0.0009290676,0.8799825,0.0001716372,0.0008099969,0.0003214498,0.001430803,0.0001533316,0.000005516283,0.0001608463,0.001387418,0.1056308],"study_design_scores_gemma":[0.09982099,0.00625136,0.8666379,0.0001668519,0.000367911,0.0001650238,0.001266846,0.01074907,0.00009299294,0.0001368964,0.01354817,0.0007959504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937201,0.0001407206,0.00006504259,0.00148211,0.0001671906,0.00338173,0.0004489402,0.0001805686,0.0004136417],"genre_scores_gemma":[0.9880522,0.001430144,0.0007325653,0.003918371,0.0002820221,0.001008811,0.000727494,0.0002522444,0.003596166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048348,"threshold_uncertainty_score":0.9994491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984277366418688,"score_gpt":0.3008118159603816,"score_spread":0.2809690422961947,"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."}}