{"id":"W2589288095","doi":"10.1111/tri.12944","title":"Patients’ preferences in transplantation from marginal donors: results of a discrete choice experiment","year":2017,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Agence de la Biomédecine","keywords":"Medicine; Transplantation; Liver transplantation; Marginal utility; Waiting list; Surgery; Intensive care medicine","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":[0.0001133272,0.0001389112,0.0002104398,0.0001581476,0.00005968343,0.00003812321,0.0002330644,0.00007482829,0.0002369142],"category_scores_gemma":[0.00003261615,0.0001250997,0.00007066806,0.0000340832,0.00006796781,0.0002576368,0.000005757655,0.0001226392,0.00001433744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004254804,"about_ca_system_score_gemma":0.00003642526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606107,"about_ca_topic_score_gemma":0.001033589,"domain_scores_codex":[0.9986414,0.00003256786,0.0004756887,0.0002683956,0.000454938,0.0001270265],"domain_scores_gemma":[0.999306,0.0001068564,0.0002215941,0.0002071274,0.00009706356,0.00006137888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005374224,0.0004649657,0.9770514,0.0001205125,0.0001344537,0.00003216148,0.003520156,0.0000410244,0.00900635,0.0008199573,0.00003565844,0.003399188],"study_design_scores_gemma":[0.00969384,0.0001410593,0.952908,0.0004952281,0.00007193356,0.000005788043,0.00003282899,0.0004837428,0.03553926,0.0001301711,0.0003767769,0.0001213666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854493,0.00001519169,0.001257239,0.0008473402,0.000349696,0.0002496134,0.001292718,0.00002243406,0.01051648],"genre_scores_gemma":[0.9955389,0.0003185963,0.0007360553,0.00006192949,0.000103622,0.00001924565,0.003097136,0.00001106101,0.0001134241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653291,"threshold_uncertainty_score":0.5101418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499901200792383,"score_gpt":0.3058717305233286,"score_spread":0.2808727185154048,"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."}}