{"id":"W2971130086","doi":"10.1007/s40271-019-00384-9","title":"Patient-Centered Insights on Treatment Decision Making and Living with Acute Myeloid Leukemia and Other Hematologic Cancers","year":2019,"lang":"en","type":"article","venue":"Patient","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Myeloid leukemia; Medicine; Life expectancy; Acute leukemia; Quality of life (healthcare); Leukemia; Myeloid; Intensive care medicine; Oncology; Internal medicine; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.00001202389,0.0001535691,0.0002235972,0.0000735307,0.00007849184,0.00002004021,0.00001659777,0.00003796905,0.00007386655],"category_scores_gemma":[0.000004654391,0.00009131521,0.00002770311,0.00007225899,0.0000305608,0.00004390326,0.00002754814,0.00006642415,0.00001780631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429426,"about_ca_system_score_gemma":0.0000724027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246149,"about_ca_topic_score_gemma":0.0001385406,"domain_scores_codex":[0.9992704,0.00001877017,0.0001372773,0.0002776248,0.0001438558,0.0001520957],"domain_scores_gemma":[0.9995764,0.00006753337,0.00007577451,0.0001768546,0.00002548458,0.00007799161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002101789,0.0003973017,0.7616513,0.0001102538,0.0004926409,0.000140381,0.01131626,0.0002479927,0.003518097,0.0003551744,0.0002836598,0.2193851],"study_design_scores_gemma":[0.0283351,0.1026099,0.6874825,0.01753835,0.001871809,0.002864067,0.007631612,0.002410811,0.04168478,0.0004412418,0.1046209,0.002508971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955356,0.0003072885,0.00002841412,0.00002806334,0.0001509588,0.0005654379,0.000006069156,0.00002998409,0.003348154],"genre_scores_gemma":[0.9988621,0.0001445545,0.0002468558,0.000591776,0.00001574628,0.00005743769,0.000001749324,0.00001803414,0.00006172767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168761,"threshold_uncertainty_score":0.3723726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448175843879901,"score_gpt":0.2618075088831007,"score_spread":0.2473257504443017,"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."}}