{"id":"W3165652939","doi":"10.1177/20543581211017412","title":"In Search of a Better Outcome: Opting Into the Live Donor Paired Kidney Exchange Program","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Low-density polyethylene; Kidney transplantation; Transplantation; Quality of life (healthcare); Kidney; Surgery; Internal medicine; Nursing","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":[0.00308472,0.0002314806,0.0005206587,0.0003636403,0.0005065671,0.001692966,0.0004460304,0.0009261404,0.00976333],"category_scores_gemma":[0.006804892,0.00009782803,0.0007630931,0.000413722,0.0005213373,0.001151828,0.001012041,0.001366785,0.0003603232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197778,"about_ca_system_score_gemma":0.002105615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003181048,"about_ca_topic_score_gemma":0.000780691,"domain_scores_codex":[0.9981961,0.001128518,0.00007446782,0.0001301111,0.0001559192,0.0003149123],"domain_scores_gemma":[0.9955403,0.002044094,0.0007847545,0.00008070191,0.0001341008,0.001416058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01942459,0.009962047,0.5577261,0.0007479623,0.0009677851,0.004399606,0.0004959844,0.03512484,0.002219234,0.02722266,0.01171902,0.3299901],"study_design_scores_gemma":[0.006346241,0.05033649,0.4835724,0.002478743,0.001853925,0.01897502,0.009037063,0.2058834,0.006083145,0.1787957,0.03627455,0.0003634898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762831,0.001156367,0.0048942,0.00763356,0.0001604227,0.0001731431,0.0002275322,0.0000251651,0.009446576],"genre_scores_gemma":[0.9969362,0.0002927091,0.001372624,0.0008261186,0.00006781036,0.00003859354,0.0001369665,0.000004541352,0.0003244714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9996819,"threshold_uncertainty_score":0.03266162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977198439393869,"score_gpt":0.3256582357675052,"score_spread":0.2958862513735666,"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."}}