{"id":"W3173737570","doi":"10.1007/s40273-021-01059-w","title":"Utility Values Associated with Atypical Hemolytic Uremic Syndrome-Related Attributes: A Discrete Choice Experiment in Five Countries","year":2021,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alexion Pharmaceuticals","keywords":"Medicine; Life expectancy; Kidney disease; Population; Dialysis; Public health; Demography; Internal medicine; Environmental health; Pathology","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":[0.0002841214,0.0002940711,0.0005682044,0.00008158226,0.0001503143,0.00004122243,0.0002653257,0.0001527291,0.003753993],"category_scores_gemma":[0.0001652513,0.0002910003,0.0001168641,0.0001510942,0.0002229802,0.000174892,0.0001788495,0.0003168977,0.0003201052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006367,"about_ca_system_score_gemma":0.0002820083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071864,"about_ca_topic_score_gemma":0.0001880674,"domain_scores_codex":[0.9978236,0.0004017115,0.0006338531,0.0005624359,0.00004674051,0.0005316465],"domain_scores_gemma":[0.9986462,0.0006363552,0.0002244875,0.0003390914,0.0000923464,0.00006149651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001758952,0.001742863,0.9315652,0.0002032796,0.004002451,0.0004280418,0.002579207,0.0008553871,0.03016866,0.0009820912,0.02547557,0.0002382703],"study_design_scores_gemma":[0.03282313,0.0005314922,0.6973975,0.001152505,0.001052637,0.0007748993,0.003444181,0.003537664,0.2244752,0.0008562811,0.03148999,0.002464493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992843,0.004645759,0.00001781728,0.0005388238,0.0005572218,0.0005065894,0.0005212012,0.0001138083,0.0002557423],"genre_scores_gemma":[0.9976147,0.00007545419,0.00001288502,0.0003585998,0.00001513712,0.00008404761,0.0008912449,0.00002847237,0.0009194525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2341677,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142508420529965,"score_gpt":0.2988199142499436,"score_spread":0.2773948300446439,"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."}}