{"id":"W4416839402","doi":"10.1097/01.tp.0001174764.45797.2c","title":"108.6: Implementation of evidence-based best practices in patient, family, and donor engagement in deceased organ donation research.","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Translational Research in Oncology; University of Alberta","funders":"","keywords":"Best practice; Organ donation; Donation; Tissue Donation; Best interests","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4833837,0.001567807,0.00197253,0.009919864,0.008690639,0.01289479,0.01280258,0.02100814,0.01154303],"category_scores_gemma":[0.4644473,0.002941838,0.003092465,0.004931148,0.009214357,0.0091061,0.02248053,0.020383,0.004272062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03197777,"about_ca_system_score_gemma":0.2692784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05463999,"about_ca_topic_score_gemma":0.1183712,"domain_scores_codex":[0.6049212,0.2615778,0.04429591,0.006040045,0.07378931,0.009375833],"domain_scores_gemma":[0.4389287,0.315127,0.04105074,0.03117305,0.09596592,0.07775467],"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":[0.000250003,0.001555554,0.004704231,0.02100517,0.0002589593,0.000872668,0.02621268,0.0008591717,0.001352914,0.01790307,0.3932946,0.531731],"study_design_scores_gemma":[0.0009893655,0.0006549379,0.02136445,0.1338906,0.0004294053,0.0008081599,0.01259919,0.001370433,0.002295736,0.0216652,0.8034719,0.0004606632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007515272,0.02866432,0.03358884,0.780059,0.01038017,0.027558,0.00204549,0.002165515,0.1080233],"genre_scores_gemma":[0.1146913,0.03242034,0.579072,0.1985975,0.002837903,0.04105215,0.003791042,0.0009117958,0.02662599],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4833837,"threshold_uncertainty_score":0.6370799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446214737406692,"score_gpt":0.4624426766536415,"score_spread":0.2178212029129723,"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."}}