{"id":"W4200229465","doi":"10.1177/15269248211064881","title":"The Psychosocial Adjustment of Kidney Recipients in Canada's Kidney Paired Donation Program","year":2021,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Gratitude; Psychosocial; Donation; Kidney donation; Medicine; Kidney transplantation; Family medicine; Focus group; Kidney; Clinical psychology; Psychology; Social psychology; Internal medicine; Psychiatry","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":[0.0002167835,0.000117337,0.000178533,0.0001087121,0.00005206822,0.00001492987,0.00006674176,0.00006941347,0.00003807566],"category_scores_gemma":[0.00007632649,0.0001013504,0.00004161472,0.0005239178,0.00005013306,0.00008985866,0.000003049618,0.0001545524,0.000001576846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216929,"about_ca_system_score_gemma":0.001977151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01638888,"about_ca_topic_score_gemma":0.340011,"domain_scores_codex":[0.998454,0.000123066,0.0004879787,0.0002219166,0.00050161,0.0002113751],"domain_scores_gemma":[0.9993876,0.00006678543,0.0001175121,0.0001220816,0.0001604529,0.0001455878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00072409,0.0005136234,0.8101222,0.0005864509,0.00004573599,0.0001161303,0.00157641,0.00001246469,0.0003061949,0.0006054366,0.0002689793,0.1851223],"study_design_scores_gemma":[0.004572195,0.00007994272,0.9826302,0.0006029063,0.00007178405,0.00002895129,0.00020651,0.0004498934,0.009775796,0.00009947341,0.001372362,0.0001099985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810692,0.001005873,0.0001256198,0.01373723,0.0009592501,0.001671868,0.0001696681,0.00005710902,0.001204157],"genre_scores_gemma":[0.9955423,0.001704921,0.0008893828,0.0004509295,0.00004368353,0.0001982932,0.001111845,0.00001467995,0.00004395289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3236221,"threshold_uncertainty_score":0.9901611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181306324670412,"score_gpt":0.2827695901833121,"score_spread":0.270956526936608,"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."}}