{"id":"W3181529716","doi":"10.1097/tp.0000000000003893","title":"Pretransplant Patient Education in Solid-organ Transplant: A Narrative Review","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Psychological intervention; Narrative review; Multidisciplinary approach; Patient education; Narrative; Work (physics); MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.00009324588,0.0002606005,0.0004638188,0.0001562667,0.00007440984,0.00001756455,0.00005344597,0.000107861,0.0003810356],"category_scores_gemma":[0.000008757916,0.0002333129,0.0001608928,0.0004568489,0.00002988529,0.0001955811,0.000001786804,0.0002157238,0.00005853478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009715439,"about_ca_system_score_gemma":0.0006261197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007582078,"about_ca_topic_score_gemma":0.0002649879,"domain_scores_codex":[0.998179,0.0001299256,0.0006073948,0.0004205687,0.0003842494,0.0002788552],"domain_scores_gemma":[0.9993101,0.00005326843,0.00009254536,0.0002242604,0.0001616127,0.0001582596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008930936,0.01280546,0.2696254,0.1246181,0.001933203,0.0196575,0.1364887,0.0003348052,0.1211483,0.004087347,0.0007058991,0.2996643],"study_design_scores_gemma":[0.0171686,0.001460531,0.5520133,0.1421396,0.004296976,0.01476427,0.002829509,0.0002845086,0.2602282,0.0005781893,0.002468748,0.00176754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653287,0.01412013,0.002866733,0.003036068,0.0004495478,0.001939718,0.000307031,0.0001406489,0.01181145],"genre_scores_gemma":[0.9302386,0.06294942,0.001021729,0.002302583,0.0000328305,0.0001150714,0.002698652,0.00002902013,0.0006120902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978967,"threshold_uncertainty_score":0.9514223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138414349072854,"score_gpt":0.3261278839567586,"score_spread":0.3122864490494732,"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."}}