{"id":"W2165116167","doi":"10.1093/ndt/gfq072","title":"Patient and health professional preferences for organ allocation and procurement, end-of-life care and organization of care for patients with chronic kidney disease using a discrete choice experiment","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research","keywords":"Medicine; Organ procurement; Kidney disease; End-of-life care; Health care; Procurement; Intensive care medicine; Health professionals; Family medicine; Nursing; Internal medicine; Palliative care; Transplantation; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005824319,0.0001295696,0.000250488,0.0001317774,0.0001403077,0.000008434891,0.00002113952,0.00007608567,0.00001029584],"category_scores_gemma":[0.00003770296,0.0001065489,0.00002036255,0.0001172502,0.0001013003,0.0001284005,0.000004099998,0.00005499748,3.056126e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498942,"about_ca_system_score_gemma":0.0004658964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005739009,"about_ca_topic_score_gemma":0.0004814271,"domain_scores_codex":[0.9991099,0.00003693042,0.0003071902,0.000259117,0.0001716047,0.0001152226],"domain_scores_gemma":[0.9990037,0.00006460311,0.0002499887,0.00007543227,0.0004551784,0.000151084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001705742,0.0001651862,0.9366831,0.006560534,0.0001409767,1.376917e-7,0.02128568,0.00002490655,0.02728993,0.0002256357,0.000003923532,0.005914205],"study_design_scores_gemma":[0.008537021,0.001724166,0.9708468,0.0002896005,0.0009467505,0.000001770053,0.000727137,0.0004445014,0.01625214,0.00001629861,0.00007239277,0.0001413928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925259,0.0002730193,0.004360492,0.0003456144,0.00006064998,0.002027141,0.0003911345,0.00001438494,0.000001689414],"genre_scores_gemma":[0.9913217,0.0002227434,0.003098235,0.0001646009,0.00003374342,0.0001066814,0.005033335,0.00001804868,9.376618e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03416369,"threshold_uncertainty_score":0.4344939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249230595380652,"score_gpt":0.2900079016825247,"score_spread":0.2775155957287182,"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."}}