{"id":"W2092725101","doi":"10.1177/0272989x03258421","title":"Validity of Standard Gamble Utilities as Measured by Transplant Readiness in Lung Transplant Candidates","year":2003,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Concordance; Medicine; Quality of life (healthcare); Population; Transplantation; Listing (finance); Lung transplantation; Actuarial science; Intensive care medicine; Surgery; Internal medicine; Environmental health; Finance; Nursing","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02569815,0.0002183318,0.00125716,0.0003507029,0.0001108964,0.00004173983,0.0003497541,0.0002791749,0.002731263],"category_scores_gemma":[0.009188039,0.0002372568,0.0001328402,0.00028684,0.000116561,0.0002401274,0.00001664717,0.0002933116,0.0001307546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359714,"about_ca_system_score_gemma":0.0003396318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006043484,"about_ca_topic_score_gemma":0.0006008703,"domain_scores_codex":[0.9937969,0.000602596,0.004028167,0.0005497688,0.0005404148,0.0004821061],"domain_scores_gemma":[0.9952942,0.003170114,0.0008101983,0.0004000088,0.00006565115,0.0002598735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007273673,0.0004728465,0.8285781,0.001877596,0.0001229162,0.00008504166,0.009666023,0.0002349681,0.00004134895,0.1102387,0.04357094,0.004384178],"study_design_scores_gemma":[0.02230289,0.001302373,0.1168785,0.01936759,0.0001408037,0.0003633584,0.005954674,0.06550089,0.002337861,0.426599,0.3348529,0.004399212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8630782,0.003744778,0.123353,0.002509647,0.0008685288,0.0005556802,0.001012786,0.00004258068,0.004834797],"genre_scores_gemma":[0.9965831,0.0005203444,0.001346124,0.001288203,0.00004916242,0.00003888601,0.00003231776,0.00002660374,0.0001152696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116996,"threshold_uncertainty_score":0.999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107616038963123,"score_gpt":0.4233286478583458,"score_spread":0.2125670439620336,"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."}}