{"id":"W4225299329","doi":"10.1016/j.clml.2022.04.023","title":"Patient Preferences for Benefits, Risks, and Administration Route of Hypomethylating Agents in Myelodysplastic Syndromes","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myelodysplastic syndromes; International Prognostic Scoring System; Duration (music); Family medicine; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001535193,0.000300701,0.0009303559,0.00033469,0.0002273537,0.00003257864,0.00027311,0.0002284152,0.0001213544],"category_scores_gemma":[0.00270626,0.0002876679,0.0002258439,0.0005974436,0.0002816905,0.0001436934,0.0004643319,0.0004710658,0.00000744285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329048,"about_ca_system_score_gemma":0.002234591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002222485,"about_ca_topic_score_gemma":0.00004157077,"domain_scores_codex":[0.9958615,0.0003850699,0.001653426,0.0007797004,0.0007449117,0.0005753582],"domain_scores_gemma":[0.9958817,0.002604232,0.0005252234,0.0004730674,0.000183943,0.0003317902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002411969,0.0004127898,0.2893927,0.0002996809,0.0001578889,0.0001316796,0.0003156256,0.0001670123,0.0002601804,0.0005184391,0.0005217681,0.7054102],"study_design_scores_gemma":[0.00543732,0.004683322,0.9795514,0.0001849195,0.0001175031,0.0001985239,0.0006939173,0.006108879,0.000473961,0.0007746028,0.001505588,0.000270024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964734,0.0007233866,0.00004718312,0.0002840185,0.0002954401,0.001334292,0.0002286976,0.00005108013,0.0005625317],"genre_scores_gemma":[0.9948604,0.0002632212,0.003716023,0.0002409776,0.0001162861,0.0003932204,0.0002089071,0.00005179088,0.0001491463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7051402,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288922736062784,"score_gpt":0.3870045148344702,"score_spread":0.2581122412281918,"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."}}