{"id":"W2125713985","doi":"10.1016/j.transproceed.2003.08.010","title":"Transplant Friends: an interactive education program for patients awaiting kidney transplantation","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Transplantation; Population; Renal transplant; Likert scale; Kidney transplantation; Patient education; Quality of life (healthcare); Family medicine; Internal medicine; Nursing; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000193624,0.0004003131,0.0003888503,0.0003157211,0.0002686733,0.0001093036,0.0001005259,0.0001734826,0.00008937751],"category_scores_gemma":[0.00003166285,0.0003669188,0.000208141,0.0003282097,0.00005144686,0.001041787,0.000001016151,0.0001973505,0.0000184912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135267,"about_ca_system_score_gemma":0.000285088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002058942,"about_ca_topic_score_gemma":0.000005754224,"domain_scores_codex":[0.9978233,0.00003134166,0.0006393369,0.0006289068,0.0004254749,0.0004516159],"domain_scores_gemma":[0.9985248,0.00008074056,0.0002266575,0.0001137753,0.0005900923,0.0004639037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02182673,0.0209733,0.6671819,0.02651408,0.001854445,0.000095225,0.06029771,0.00002720871,0.0158706,0.07896225,0.0004205943,0.1059759],"study_design_scores_gemma":[0.09820383,0.01933387,0.5566312,0.01232219,0.01482232,0.003264606,0.00672664,0.001671197,0.2543415,0.006941396,0.0213123,0.004428952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686877,0.00004066399,0.005650736,0.0002262763,0.0005823153,0.005994855,0.0005844872,0.0005084454,0.01772456],"genre_scores_gemma":[0.9712126,0.0005440074,0.02014827,0.0006471026,0.00008720256,0.001624694,0.005292555,0.00007763004,0.0003659751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2384709,"threshold_uncertainty_score":0.9998783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511638909622121,"score_gpt":0.3155097810561083,"score_spread":0.3003933919598871,"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."}}