{"id":"W4389486585","doi":"10.1111/petr.14675","title":"Pediatric heart transplantation: Looking forward after five decades of learning","year":2023,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Transplantation; Immunosuppression; Intensive care medicine; Malignancy; Heart transplantation; Lung transplantation; Surgery; Internal medicine","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":[0.0008002084,0.0008198107,0.002561879,0.00169278,0.0001624164,0.00004878905,0.0002304758,0.0007449267,0.0001193199],"category_scores_gemma":[0.000073358,0.0007250974,0.001276213,0.001978172,0.00006049279,0.0002659308,0.00001220863,0.001040257,0.0001936744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009668021,"about_ca_system_score_gemma":0.0005807725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005306919,"about_ca_topic_score_gemma":0.00002536495,"domain_scores_codex":[0.9951044,0.0004792062,0.001973454,0.0008721796,0.000934325,0.0006364007],"domain_scores_gemma":[0.9966388,0.001790758,0.000761734,0.0003452728,0.0001919416,0.0002714582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001110341,0.000266354,0.09263249,0.803544,0.0007295922,0.001556492,0.006441567,0.0001543512,0.00000259426,0.0002085308,0.0001485797,0.0932051],"study_design_scores_gemma":[0.01972945,0.00297496,0.3696465,0.05386443,0.3631726,0.006800271,0.0006608501,0.0001304336,0.0001403431,0.000626299,0.1741872,0.00806666],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005006777,0.9846357,0.006299903,0.00003641173,0.0007382067,0.001833158,0.0007476893,0.0004354604,0.0002666973],"genre_scores_gemma":[0.001070941,0.9880921,0.006076041,0.00003348125,0.001576385,0.0003493294,0.00218765,0.0002174592,0.0003966563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7496796,"threshold_uncertainty_score":0.99952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058710599414642,"score_gpt":0.366352682745973,"score_spread":0.3257655767518266,"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."}}