{"id":"W4388418754","doi":"10.2147/ppa.s421871","title":"Patient and Physician Preferences for Acute Myeloid Leukemia Maintenance Treatments Following Hematopoietic Stem Cell Transplantation","year":2023,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; London Health Sciences Centre","funders":"Astellas Pharma","keywords":"Medicine; Hematopoietic stem cell transplantation; Quality of life (healthcare); Transplantation; Logistic regression; Myeloid leukemia; Internal medicine; Family medicine; Nausea; Oncology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001170173,0.0003354774,0.000459293,0.0001540134,0.0002439664,0.00007508147,0.0001217579,0.000123717,0.000009845111],"category_scores_gemma":[0.00001498689,0.000264925,0.0001055098,0.0003530702,0.000107805,0.0002966411,0.00008836985,0.000214762,0.00004309737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665137,"about_ca_system_score_gemma":0.0002271805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006445619,"about_ca_topic_score_gemma":0.00001128092,"domain_scores_codex":[0.9978081,0.0000613263,0.000401434,0.0006960883,0.0004225619,0.0006105037],"domain_scores_gemma":[0.9989887,0.0002024899,0.0001537685,0.0002827363,0.000114967,0.0002573417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002125118,0.0004169936,0.03681748,0.002522617,0.0008037722,0.000320039,0.02962152,0.00003480547,0.07061159,0.0003568935,0.002135637,0.8542336],"study_design_scores_gemma":[0.03821282,0.03837546,0.2877938,0.01024033,0.005348867,0.00035186,0.03970675,0.01772754,0.5425675,0.01087345,0.003994014,0.004807542],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960197,0.0003614809,0.0002849426,0.0000888559,0.0001199538,0.001695159,0.0001419786,0.0001350371,0.001152859],"genre_scores_gemma":[0.9950224,0.002314483,0.0006149389,0.0001837303,0.00002563644,0.0006658132,0.0001928602,0.00003328438,0.0009468817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.849426,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769255445004926,"score_gpt":0.2895774965175819,"score_spread":0.2518849420675326,"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."}}