{"id":"W4402935111","doi":"10.3389/frtra.2024.1458563","title":"Variability in pediatric and neonatal organ offering, acceptance and utilization: a survey of Canadian pediatric transplant programs and organ donation organizations","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children; Canadian Blood Services; Alberta Health Services; University of Toronto; SickKids Foundation; Alberta Children's Hospital; University of Calgary","funders":"Canadian Blood Services","keywords":"Organ donation; Medicine; Donation; Organ transplantation; Intensive care medicine; Transplantation; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002614368,0.0001966053,0.0002547457,0.001642914,0.002005249,0.001255596,0.001251236,0.0003586448,0.001491909],"category_scores_gemma":[0.007972193,0.00020759,0.0003210666,0.005119795,0.0009320439,0.0004654202,0.001329574,0.0005648785,0.00009845853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02001509,"about_ca_system_score_gemma":0.02875842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734271,"about_ca_topic_score_gemma":0.9785591,"domain_scores_codex":[0.9967714,0.0003466183,0.0002158612,0.0002726985,0.001561243,0.0008320956],"domain_scores_gemma":[0.9916025,0.001044,0.002700454,0.0002010458,0.002683583,0.001768427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001485486,0.00001077622,0.9943598,0.00002727829,0.00001352149,0.00003282035,0.001888599,0.00006367258,0.00005362061,0.00008295154,0.0005108925,0.0029412],"study_design_scores_gemma":[0.000001126749,0.00001020352,0.9953418,0.00003550357,0.000004363644,0.00004162375,0.003700183,0.0001256696,0.00003460211,0.00001025416,0.0006894424,0.00000511637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957464,0.0004651452,0.0001330372,0.0006105953,0.000005863219,0.0000298931,0.00128967,0.000007547025,0.001711859],"genre_scores_gemma":[0.9987232,0.0004222353,0.0001492166,0.0001193369,0.000002698497,0.0000144534,0.0004376187,0.000002696261,0.0001284682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9799849,"threshold_uncertainty_score":0.1452203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585140137283391,"score_gpt":0.2411220067290681,"score_spread":0.2252706053562341,"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."}}