{"id":"W2168693716","doi":"10.1111/ajt.12140","title":"Dynamic Challenges Inhibiting Optimal Adoption of Kidney Paired Donation: Findings of a Consensus Conference","year":2013,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Ottawa Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Donation; Best practice; Consensus conference; Kidney transplant; Kidney donation; Kidney transplantation; Public relations; Transplantation; Surgery; Political science; Law; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571679,0.0001140945,0.0003679993,0.0003237924,0.00002466444,0.000008039011,0.00005896162,0.00004625593,0.00009654523],"category_scores_gemma":[0.00007315719,0.0001043303,0.0001066994,0.000217526,0.0001914811,0.0001861324,0.000001925043,0.0001413777,0.00000487592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003550262,"about_ca_system_score_gemma":0.0002132523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004022972,"about_ca_topic_score_gemma":0.000006063224,"domain_scores_codex":[0.9985875,0.00008113712,0.0007183796,0.0001072641,0.0003933114,0.0001123645],"domain_scores_gemma":[0.9981575,0.0001383594,0.000748569,0.00006584407,0.0007475436,0.0001422084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003820478,0.0007524624,0.02651834,0.003327093,0.0006898304,0.000117104,0.02486807,0.000766421,0.7966592,0.00244074,0.0001084652,0.1399318],"study_design_scores_gemma":[0.01023736,0.004840843,0.7782032,0.003833212,0.001216712,0.00269062,0.01059145,0.00592388,0.1817083,0.000289262,0.00005235018,0.0004128145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883162,0.00009111079,0.007455697,0.003517027,0.00007014668,0.0001923494,0.00003196943,0.00001230227,0.0003131315],"genre_scores_gemma":[0.9863799,0.001645178,0.01175168,0.0001022906,0.00002068293,0.00000247275,0.0000698346,0.00001284357,0.00001510887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516848,"threshold_uncertainty_score":0.4254468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017297466536201,"score_gpt":0.2565938218020767,"score_spread":0.2392963552658757,"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."}}