{"id":"W3008689516","doi":"10.1177/2054358120906976","title":"Use of the Living Kidney Donor Profile Index in the Canadian Kidney Transplant Recipient Population: A Validation Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Interquartile range; Proportional hazards model; Context (archaeology); Dialysis; Retrospective cohort study; Kidney transplantation; Cohort; Population; Transplantation; Kidney disease; Cohort study; Hazard ratio; Internal medicine; Surgery; Confidence interval; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.003791207,0.0007297572,0.0003987894,0.000991641,0.001793859,0.001028391,0.00150638,0.0005645106,0.0009758213],"category_scores_gemma":[0.008608236,0.0003113648,0.0007267465,0.001614277,0.0006978734,0.0004600642,0.0009946882,0.0008317557,0.0003412365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008896302,"about_ca_system_score_gemma":0.01336051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8405588,"about_ca_topic_score_gemma":0.8393327,"domain_scores_codex":[0.998278,0.0002041169,0.00009738609,0.0003037286,0.0008411623,0.0002757106],"domain_scores_gemma":[0.9947287,0.0004819558,0.0009956013,0.0005316435,0.002713564,0.0005484658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006910814,0.00004000469,0.9971429,0.00001289906,0.00003543902,0.00003552635,0.000166942,0.00007732544,0.00006674413,0.00002696241,0.00042127,0.001905003],"study_design_scores_gemma":[0.0000234627,0.00006654905,0.9981228,0.0000155725,0.00003436977,0.00009528367,0.0001960516,0.0006383374,0.00008322734,0.00001621359,0.0006977571,0.00001035543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958659,0.000148564,0.0002835662,0.00008359153,0.00001056877,0.000158008,0.002548768,0.00001006726,0.0008909685],"genre_scores_gemma":[0.9950483,0.0001888943,0.000674968,0.0001133611,0.00001202764,0.0001016016,0.00359403,0.000006442703,0.0002603763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594412,"threshold_uncertainty_score":0.3207603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103328536282162,"score_gpt":0.2768302418369877,"score_spread":0.2357969564741661,"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."}}