{"id":"W4413826478","doi":"10.1177/23743735251371781","title":"Transplant Journeys in Canada: A Cross-Sectional Survey of Transplant Patients, Caregivers, and Donors","year":2025,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Kidney Foundation of Canada; University of Calgary","funders":"Health Canada","keywords":"Cross-sectional study; Organ donation; Logistic regression; Medicine; Family medicine; Health care; Descriptive statistics; Donation; Transplantation; Psychology; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131914,0.0001746419,0.0003769013,0.0008714715,0.004187812,0.001742882,0.0006725662,0.0003492874,0.001890292],"category_scores_gemma":[0.003237945,0.0003124272,0.0003691067,0.003156205,0.0008068071,0.0008096949,0.001840901,0.001128594,0.0001992848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01681058,"about_ca_system_score_gemma":0.02735883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644454,"about_ca_topic_score_gemma":0.9813353,"domain_scores_codex":[0.9990011,0.0001172493,0.00009542319,0.00008817614,0.000313971,0.0003841812],"domain_scores_gemma":[0.9972639,0.0002570151,0.0006116029,0.00006157854,0.0007867258,0.001019105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004607301,0.00008487413,0.9767472,0.00009744443,0.00002580339,0.0001659188,0.01564386,0.0000538887,0.0001140874,0.0001171263,0.001376167,0.005527562],"study_design_scores_gemma":[0.000005961384,0.00005622745,0.9460958,0.0001418759,0.00001422853,0.0001855817,0.05071988,0.0001403646,0.00004825671,0.00004683316,0.002527191,0.00001793995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964635,0.0003485212,0.00005485597,0.0005056449,0.000006122202,0.0000513363,0.001248742,0.000003904821,0.001317407],"genre_scores_gemma":[0.9976041,0.0007060581,0.0001602362,0.000390641,0.000004315466,0.00003625259,0.0006610917,0.000003996745,0.0004334842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03555465,"threshold_uncertainty_score":0.1219699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235190798485213,"score_gpt":0.2653359376007073,"score_spread":0.2529840296158552,"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."}}