{"id":"W7033343869","doi":"","title":"Patient Preferences for Adjuvant Treatment in Muscle-Invasive Urothelial Carcinoma: A Multi-Country Discrete Choice Experiment","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"2D Materials and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial carcinoma; Urothelial cancer; Adjuvant; Propensity score matching; Prostate cancer; Cancer; Preference","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005772533,0.0003617393,0.0007404881,0.0003874141,0.0002912367,0.0009096977,0.001318182,0.00009327234,0.002277348],"category_scores_gemma":[0.00018492,0.0002819135,0.0001439961,0.0005510948,0.0001175557,0.0009552067,0.0005822408,0.00008815262,0.00005023124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187589,"about_ca_system_score_gemma":0.0002648123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005720901,"about_ca_topic_score_gemma":0.0008857595,"domain_scores_codex":[0.9972153,0.0001889367,0.0009403263,0.0006500609,0.0004579634,0.0005473705],"domain_scores_gemma":[0.9980626,0.0004281204,0.0006477418,0.0004937748,0.0001607396,0.0002070666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001472897,0.0004569251,0.02556532,0.0000807853,0.00002735019,0.00001252095,0.00102647,0.0002584979,0.9678028,0.00005391558,0.001832549,0.002735581],"study_design_scores_gemma":[0.001366532,0.00006596366,0.3212771,0.0002114192,0.00004448485,0.000001859959,0.0004669839,0.0001231362,0.6705405,0.0008838248,0.004652824,0.0003653803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936606,0.002109402,0.0001032741,0.0001035103,0.0007547898,0.002136669,0.0008693439,0.00006411781,0.0001983337],"genre_scores_gemma":[0.9948387,0.001730155,0.0005611262,0.00007735578,0.0001856954,0.002365114,0.00006421869,0.00004928157,0.0001283347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2972623,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2534355674693599,"score_gpt":0.523618613062469,"score_spread":0.2701830455931091,"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."}}