{"id":"W2328211161","doi":"10.1097/tp.0000000000000127","title":"Transplant Professionals’ Proposals for the Implementation of an Altruistic Unbalanced Paired Kidney Exchange Program","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Disadvantage; Disadvantaged; Anonymity; Medicine; Transplantation; Kidney transplant; Information exchange; Qualitative research; Kidney transplantation; Medical education; Family medicine; Surgery; Computer science; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004743669,0.0001697986,0.0002386144,0.0001140722,0.0001546494,0.00001759198,0.00009438084,0.00008760807,0.0001666374],"category_scores_gemma":[0.00002019048,0.0001198806,0.00009398318,0.0001886978,0.00006229003,0.0001712756,0.000001432057,0.00009116327,0.000004718108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002414963,"about_ca_system_score_gemma":0.0001431221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005577072,"about_ca_topic_score_gemma":0.0001438544,"domain_scores_codex":[0.9985937,0.00011602,0.0004485215,0.0002553099,0.0003644182,0.0002220234],"domain_scores_gemma":[0.9991163,0.0002070351,0.0001609174,0.000188079,0.0001959828,0.0001316715],"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":[0.01257,0.003581224,0.04347354,0.02244915,0.0008752535,0.00002859299,0.04737053,0.00009114407,0.1847157,0.0278421,0.001093516,0.6559092],"study_design_scores_gemma":[0.02680002,0.004180048,0.6537733,0.0008454611,0.002739697,0.0001890413,0.001678708,0.01748254,0.2867269,0.001070502,0.003899341,0.0006144658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8897082,0.00006392683,0.09358671,0.006359774,0.0005490324,0.007997164,0.0009754237,0.0003674512,0.000392319],"genre_scores_gemma":[0.9902992,0.0001302893,0.004153815,0.0006413917,0.0001380678,0.0006317899,0.003890699,0.00003246821,0.00008233267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6552947,"threshold_uncertainty_score":0.4888589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836498556203712,"score_gpt":0.3452066175711178,"score_spread":0.3268416320090807,"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."}}