{"id":"W2008954407","doi":"10.1007/s00467-013-2704-4","title":"Developing a framework for evaluating kidney transplantation candidacy in children with multiple comorbidities","year":2014,"lang":"en","type":"review","venue":"Pediatric Nephrology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Health Sciences Centre","funders":"Canadian Society of Transplantation","keywords":"Medicine; Candidacy; Nephrology; Transplantation; Intensive care medicine; Kidney transplantation; Quality of life (healthcare); Population; Kidney disease; Internal medicine; Environmental health; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001708951,0.0005974632,0.002195244,0.0007056437,0.0006475336,0.00001135102,0.0003813523,0.0015257,0.00009969488],"category_scores_gemma":[0.001257999,0.0004809879,0.0002150901,0.0007927597,0.00004832859,0.0000772308,0.00006367046,0.00209281,0.0001161289],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325756,"about_ca_system_score_gemma":0.005718845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006986354,"about_ca_topic_score_gemma":0.0005675973,"domain_scores_codex":[0.9940687,0.002009912,0.001643745,0.000739393,0.000296347,0.001241913],"domain_scores_gemma":[0.9920006,0.005920598,0.001256592,0.0003612116,0.0001830749,0.0002779551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003235262,0.00007129343,0.5755384,0.1627588,0.0002039276,0.00001092319,0.002489962,0.000004252934,1.037016e-8,0.004163415,0.005579018,0.2488565],"study_design_scores_gemma":[0.004045289,0.0005103421,0.01252122,0.008213701,0.00307495,0.00004987194,0.0001172952,0.00007099326,1.623209e-8,0.00168661,0.9684389,0.001270857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002346764,0.9571482,0.02966265,0.0005008034,0.0009367751,0.008611705,0.0005980498,0.0001571675,0.00003788356],"genre_scores_gemma":[0.0003112024,0.9718226,0.01546608,0.002077653,0.005643059,0.002480602,0.002015682,0.0001350155,0.00004810733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9628598,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490933841371733,"score_gpt":0.4868872037284644,"score_spread":0.3377938195912912,"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."}}