{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004539489,0.0001578358,0.0001727601,0.0002599368,0.0004235214,0.0007561377,0.0001603596,0.0003979518,0.002877757],"category_scores_gemma":[0.01377599,0.0001031171,0.0003966204,0.0002595469,0.0004986787,0.0004151952,0.000388782,0.0004824265,0.0001745146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162941,"about_ca_system_score_gemma":0.001417973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008442665,"about_ca_topic_score_gemma":0.01656941,"domain_scores_codex":[0.9978449,0.001363534,0.000163138,0.00009515827,0.0003377198,0.0001955573],"domain_scores_gemma":[0.9926981,0.004561623,0.00169047,0.0001510909,0.0003478741,0.0005507366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002570932,0.001014035,0.9480288,0.0001886251,0.0001147235,0.0001740576,0.005718544,0.0009870398,0.001326965,0.0004788339,0.001040606,0.03835684],"study_design_scores_gemma":[0.0003289391,0.004744782,0.9633478,0.0002405407,0.0001421836,0.0006967052,0.01792571,0.005145371,0.00206282,0.001056101,0.004220176,0.00008890963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991665,0.00004538627,0.00007351704,0.0001293686,0.000001775188,0.00002382598,0.00006420776,0.000001057965,0.0004944329],"genre_scores_gemma":[0.9994022,0.0000507369,0.0003346206,0.00006252225,0.000001853579,0.00002110215,0.00003717904,3.491332e-7,0.00008935288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008442665,"threshold_uncertainty_score":0.02400738,"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."}}