{"id":"W2575944995","doi":"10.1177/1526924816685862","title":"Education Before Kidney Transplantation","year":2017,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Astellas Foundation for Research on Metabolic Disorders","keywords":"Medicine; Context (archaeology); Focus group; Transplantation; Ethnic group; Moderation; Kidney transplantation; MEDLINE; Patient education; Family medicine; Psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001617183,0.0001529619,0.0002371613,0.0003751243,0.001650458,0.001348404,0.0004301985,0.001069649,0.07944603],"category_scores_gemma":[0.00763173,0.00009557627,0.0002820109,0.0004044795,0.0005027003,0.001177455,0.001947393,0.002194638,0.006373012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702876,"about_ca_system_score_gemma":0.007279398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174752,"about_ca_topic_score_gemma":0.009838994,"domain_scores_codex":[0.9988862,0.0003877514,0.0000565707,0.00009902848,0.0001650764,0.0004054754],"domain_scores_gemma":[0.9931097,0.001078578,0.0004514814,0.0001358602,0.0005545109,0.00466983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000424709,0.001579739,0.06943794,0.002573392,0.00005035774,0.002745569,0.006979509,0.0003645441,0.001534069,0.0106415,0.3362834,0.5673853],"study_design_scores_gemma":[0.0001179656,0.0009336851,0.1615073,0.003949112,0.00006000142,0.004368676,0.01123908,0.0001970616,0.0009924828,0.008489762,0.8080908,0.0000540798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2580893,0.03370455,0.005975758,0.341593,0.01715237,0.0005735985,0.001907126,0.0004766813,0.3405277],"genre_scores_gemma":[0.8169326,0.01984902,0.003625371,0.07059117,0.007227494,0.0003559326,0.001188966,0.00009569635,0.08013371],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07944603,"threshold_uncertainty_score":0.2657734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898047376269405,"score_gpt":0.346313699110936,"score_spread":0.3273332253482419,"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."}}