{"id":"W3196333159","doi":"","title":"Reciprocity to Increase Participation of Compatible Living Donor and Recipient Pairs in Kidney Paired Donation","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta; University Health Network; University of Toronto; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Donation; Reciprocity (cultural anthropology); Kidney donation; Social psychology; Medicine; Demographic economics; Psychology; Economics; Kidney transplantation; Kidney; Internal medicine; Economic growth","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":[0.01293137,0.0003805609,0.0004328928,0.0007631978,0.002128191,0.001360657,0.001013043,0.0009590632,0.02394717],"category_scores_gemma":[0.042574,0.000208904,0.000568567,0.0004403882,0.0006815402,0.001699496,0.006176849,0.001290946,0.00200955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050798,"about_ca_system_score_gemma":0.004349934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578317,"about_ca_topic_score_gemma":0.00494862,"domain_scores_codex":[0.9867879,0.01067628,0.0002777287,0.0004150714,0.0006737206,0.001169362],"domain_scores_gemma":[0.9824762,0.006229965,0.002184095,0.0008997004,0.001314353,0.006895717],"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":[0.002853068,0.012008,0.1703367,0.001793936,0.0003968678,0.0008730596,0.0167238,0.001227309,0.001676774,0.02239558,0.04940615,0.7203087],"study_design_scores_gemma":[0.005610086,0.0201171,0.5643438,0.01010033,0.002022945,0.002964043,0.04432895,0.01103588,0.003798419,0.09858258,0.2366293,0.0004666824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690621,0.003146234,0.01965764,0.02708976,0.001719804,0.002578921,0.0004331526,0.0002081092,0.07610437],"genre_scores_gemma":[0.9775196,0.001110517,0.01099028,0.002425417,0.0003940824,0.001900508,0.0001825038,0.00002742921,0.005449704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394717,"threshold_uncertainty_score":0.08011132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440900290789238,"score_gpt":0.2784659526848123,"score_spread":0.2640569497769199,"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."}}