{"id":"W2051598188","doi":"10.1016/j.pedn.2003.09.003","title":"Technological advances in pediatrics: challenges for parents and nurses","year":2004,"lang":"en","type":"review","venue":"Journal of Pediatric Nursing","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Intervention (counseling); Odds; Medicine; Palliative care; Heart disease; Nursing; Pediatrics; Health professionals; Health care; Intensive care medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003444328,0.0003524254,0.001968769,0.001116669,0.00006093456,0.0000162636,0.0001278504,0.0003098426,0.000003079101],"category_scores_gemma":[0.000850955,0.0002537902,0.0004805029,0.0004463655,0.0001706876,0.0001660493,0.00003176467,0.0006072645,0.000002074121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085284,"about_ca_system_score_gemma":0.0005566831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.901014e-7,"about_ca_topic_score_gemma":9.966761e-7,"domain_scores_codex":[0.9979527,0.00005342038,0.001000557,0.0002854374,0.0003560619,0.0003518272],"domain_scores_gemma":[0.9983612,0.0005249334,0.000602036,0.0001384263,0.0001861974,0.0001872467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006293963,0.0002993616,0.0003951176,0.02670958,0.00003762722,0.0001398371,0.0001105815,1.087554e-7,1.331166e-8,0.0000356359,0.00005811613,0.9721511],"study_design_scores_gemma":[0.004517325,0.002479564,0.000793572,0.06269621,0.01798945,0.002604473,0.002255313,0.000001831991,2.490509e-7,0.004627138,0.9011394,0.000895496],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003619051,0.9976298,0.00002292703,0.0001549478,0.0008543608,0.0007894621,0.0000189536,0.00002114524,0.0001464583],"genre_scores_gemma":[0.0007863872,0.9959785,0.001002268,0.000004150142,0.002144225,0.00002675147,0.000002796586,0.00003908538,0.00001585631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9712556,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0604901064867604,"score_gpt":0.4027532469664934,"score_spread":0.342263140479733,"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."}}