{"id":"W2600625565","doi":"10.1111/ajt.14275","title":"Reciprocity to Increase Participation of Compatible Living Donor and Recipient Pairs in Kidney Paired Donation","year":2017,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Alberta; University Health Network; University of Toronto; Centre for Advancing Health Outcomes; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Donation; Prioritization; Reciprocity (cultural anthropology); Kidney donation; Kidney transplantation; Transplantation; Opt-out; Family medicine; Social psychology; Surgery; Psychology; Management science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008878167,0.0002226657,0.000317059,0.0003388421,0.001501917,0.0009071019,0.000752471,0.000841752,0.01158615],"category_scores_gemma":[0.03603021,0.0001688692,0.0004008751,0.0001780484,0.0005514533,0.0009676883,0.003075992,0.0009508359,0.0008228904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004360816,"about_ca_system_score_gemma":0.001631119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005328009,"about_ca_topic_score_gemma":0.001805043,"domain_scores_codex":[0.9908292,0.007627585,0.0001866781,0.0002694182,0.0004060663,0.0006810515],"domain_scores_gemma":[0.9824371,0.01022977,0.001622565,0.00100736,0.0007648203,0.003938432],"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":[0.01469147,0.02486561,0.2859801,0.001287138,0.0006016482,0.001392694,0.0209821,0.002716025,0.006076502,0.01457169,0.01633388,0.6105011],"study_design_scores_gemma":[0.007126769,0.04265563,0.755433,0.002713059,0.002532196,0.004040537,0.05170156,0.01677343,0.006227728,0.05105145,0.05944142,0.0003032025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843885,0.0003015194,0.001546794,0.001857289,0.0001834619,0.0002182662,0.00003066419,0.00001873924,0.01145479],"genre_scores_gemma":[0.9963553,0.0001099731,0.001949516,0.0002381363,0.0000595389,0.0002394926,0.00002475872,0.000004662224,0.001018692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158615,"threshold_uncertainty_score":0.04695284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006698088838529,"score_gpt":0.3032570138955685,"score_spread":0.2831900330071833,"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."}}