{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2367774,0.0007930785,0.001465411,0.003194919,0.01004452,0.01103748,0.005429276,0.008153583,0.003031275],"category_scores_gemma":[0.2916847,0.001198688,0.003186128,0.004102506,0.004086127,0.008441571,0.01483581,0.01597527,0.0005020038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0293856,"about_ca_system_score_gemma":0.1642386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02781924,"about_ca_topic_score_gemma":0.04790896,"domain_scores_codex":[0.8047209,0.1011764,0.02712143,0.007633431,0.04452787,0.01482001],"domain_scores_gemma":[0.5689677,0.2535845,0.0190639,0.007903549,0.1228305,0.02764983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004681812,0.001241552,0.05245273,0.0153736,0.001068612,0.003337308,0.2850913,0.003429618,0.002827725,0.03745757,0.1850394,0.4122124],"study_design_scores_gemma":[0.0002557506,0.0005222792,0.03796187,0.02307108,0.0008426568,0.0009268394,0.593914,0.002571632,0.003306789,0.01893429,0.3170879,0.0006049711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2048336,0.01980941,0.01531512,0.7035645,0.008505436,0.004272086,0.001134676,0.0001480414,0.04241717],"genre_scores_gemma":[0.8746085,0.01892438,0.03267668,0.06215303,0.001143451,0.004075878,0.001176189,0.0001770709,0.005064863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2367774,"threshold_uncertainty_score":0.9411893,"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."}}