{"id":"W4416257056","doi":"10.1016/j.pedn.2025.10.015","title":"Shaping a better future for children living with rare diseases: The pivotal role of paediatric nurses","year":2025,"lang":"en","type":"article","venue":"Journal of Pediatric Nursing","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rare disease; Disease; Health care; Healthcare system; MEDLINE; Medical care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001166118,0.0001314507,0.0001863041,0.0001360981,0.0001328896,0.00003547606,0.0002421191,0.00007184668,0.000003612586],"category_scores_gemma":[0.00007857384,0.00008472949,0.0002347821,0.0001921092,0.00004789423,0.000009181593,0.00003039813,0.0001005428,1.315195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002037327,"about_ca_system_score_gemma":0.0002695579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001307979,"about_ca_topic_score_gemma":0.000001070782,"domain_scores_codex":[0.9991929,0.00003943237,0.0002986972,0.0001442348,0.0001387011,0.0001860707],"domain_scores_gemma":[0.9991677,0.00005657818,0.0003476928,0.0001553822,0.0002046781,0.00006793784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032981,0.001080237,0.8590031,0.0002767862,0.000857181,0.00001207012,0.001179947,0.0008029106,0.01183714,0.0001864463,0.03354073,0.09019046],"study_design_scores_gemma":[0.003313255,0.001762598,0.973921,0.000471893,0.004219693,0.0002525283,0.007218114,0.0001347556,0.002736795,0.001249817,0.004051552,0.0006680214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619799,0.03613105,0.0007569567,0.0003707412,0.0004588752,0.0001901,0.00004983136,0.000002789077,0.00005974454],"genre_scores_gemma":[0.9944965,0.0005555517,0.000574465,0.0001211838,0.00418982,0.000004478961,0.00001336924,0.00001655086,0.00002808156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149179,"threshold_uncertainty_score":0.3455168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002884631325686605,"score_gpt":0.2272132270182098,"score_spread":0.2243285956925231,"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."}}