{"id":"W2792219029","doi":"10.1097/tp.0000000000002149","title":"Quality Metrics in Solid Organ Transplantation","year":2018,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Metric (unit); Medicine; Quality (philosophy); Transplantation; MEDLINE; Quality management; Medical physics; Intensive care medicine; Computer science; Operations management; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1008819,0.001527311,0.005585323,0.01420618,0.00112187,0.007516388,0.00240224,0.002330556,0.003833512],"category_scores_gemma":[0.2817769,0.0008128432,0.004811184,0.01844212,0.004225907,0.007910741,0.003720282,0.00443515,0.0004688455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065588,"about_ca_system_score_gemma":0.02183156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00694057,"about_ca_topic_score_gemma":0.006699058,"domain_scores_codex":[0.8497688,0.09247623,0.03122438,0.003867998,0.02187515,0.000787418],"domain_scores_gemma":[0.6101999,0.2936454,0.06460285,0.005106537,0.02498707,0.001458329],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004373786,0.00007181913,0.004441351,0.4795845,0.005283376,0.00004721095,0.001069636,0.00123289,0.0001622732,0.02033531,0.02025634,0.4670779],"study_design_scores_gemma":[0.0004077223,0.0004303187,0.00963179,0.8011565,0.006921749,0.0002965592,0.0009086051,0.0008343393,0.0004718204,0.0332935,0.1454627,0.0001843622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005489608,0.9895102,0.001908339,0.005782904,0.0006712197,0.0002326625,0.0002802306,0.00002207141,0.001043502],"genre_scores_gemma":[0.03922193,0.9392539,0.01362424,0.004342935,0.001239699,0.001625946,0.0004805492,0.00003504506,0.0001757188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8991181,"threshold_uncertainty_score":0.5335207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197074317823711,"score_gpt":0.4388979625033282,"score_spread":0.3191905307209572,"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."}}