{"id":"W2605691779","doi":"10.1097/tp.0000000000001697","title":"Ethical Challenges and the Donation Physician Specialist","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; McGill University; University of British Columbia","funders":"","keywords":"Donation; Remuneration; Medicine; Organ donation; Ethical issues; Family medicine; Nursing; Medical education; Engineering ethics; Transplantation; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02075711,0.0002725818,0.0006638583,0.000735848,0.007656485,0.006677339,0.0009078939,0.007446395,0.0042889],"category_scores_gemma":[0.06141564,0.0003734288,0.000604835,0.0007600858,0.01022322,0.007820527,0.006884225,0.01039835,0.0008743515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004273827,"about_ca_system_score_gemma":0.0167048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025162,"about_ca_topic_score_gemma":0.004674147,"domain_scores_codex":[0.9642108,0.02797095,0.001456924,0.0008710452,0.003894754,0.001595598],"domain_scores_gemma":[0.9100367,0.07014705,0.005036019,0.00116284,0.006196377,0.007421179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001263922,0.000210364,0.01436967,0.005035853,0.0001393409,0.02133848,0.1807664,0.0007695662,0.001342682,0.1880241,0.227402,0.3604751],"study_design_scores_gemma":[0.0000522182,0.0001185388,0.004324193,0.01091606,0.00005669426,0.03734193,0.1260331,0.0003145203,0.0005676211,0.08308692,0.7370805,0.0001076379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03170948,0.1350557,0.006944353,0.7732391,0.007448495,0.00007502462,0.00001847053,0.00005062795,0.04545885],"genre_scores_gemma":[0.5683774,0.1191205,0.01473473,0.2797545,0.006896738,0.0001986336,0.0000440937,0.00007772828,0.01079583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02075711,"threshold_uncertainty_score":0.1097754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356252381622503,"score_gpt":0.3067976982401387,"score_spread":0.2711724600778884,"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."}}