{"id":"W2605871830","doi":"10.1097/tp.0000000000001696","title":"End-of-Life Conversations With Families of Potential Donors","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Canadian Blood Services","funders":"","keywords":"Organ donation; Donation; Tissue Donation; Health care; Medicine; Variety (cybernetics); Transplantation; Family medicine; Nursing; Public relations; Psychology; Political science; Surgery; Law","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":[0.02475519,0.0008502979,0.0007203076,0.001349334,0.03236157,0.005541575,0.00251417,0.003421423,0.009052876],"category_scores_gemma":[0.04465004,0.0005732053,0.0007528469,0.001053973,0.008134948,0.00656272,0.008942683,0.005966722,0.000951901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02113285,"about_ca_system_score_gemma":0.02996917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.126351,"about_ca_topic_score_gemma":0.2145759,"domain_scores_codex":[0.9800195,0.01559992,0.0004369912,0.0006444767,0.001215409,0.002083809],"domain_scores_gemma":[0.956231,0.0241466,0.002608882,0.0008830429,0.007361035,0.008769422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000842638,0.00006671647,0.00282115,0.0002575076,0.00001129508,0.002254123,0.9584186,0.0000372321,0.0002171122,0.001316242,0.01975419,0.01476148],"study_design_scores_gemma":[0.00001822871,0.00006634952,0.001486958,0.0008552527,0.00001519103,0.001297004,0.8976219,0.00006894393,0.0003253729,0.001169654,0.09702548,0.00004964329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6839936,0.03518028,0.01141232,0.1529986,0.005964692,0.001774676,0.000975979,0.0003431757,0.1073567],"genre_scores_gemma":[0.9485469,0.01014687,0.005198016,0.02227942,0.000395166,0.0007965546,0.0001832886,0.00007973932,0.01237407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126351,"threshold_uncertainty_score":0.2512312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564073000737925,"score_gpt":0.2633978898844035,"score_spread":0.2477571598770243,"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."}}