{"id":"W4313566700","doi":"10.1111/petr.14462","title":"Examining need and capacity for the development of a pediatric liver transplantation program in Kenya","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Liver transplantation; Transplantation; Intensive care medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004567262,0.0001567626,0.0002209734,0.0004462987,0.0001023212,0.00001457867,0.00006733216,0.0001066695,0.000008507952],"category_scores_gemma":[0.00001922706,0.000123649,0.00005266287,0.0007535091,0.00002925151,0.0001153854,0.000003280905,0.0001265933,0.000003869241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483022,"about_ca_system_score_gemma":0.00009482372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003353123,"about_ca_topic_score_gemma":0.0001126269,"domain_scores_codex":[0.9987312,0.00003220948,0.0005134714,0.0002362513,0.000250155,0.0002367156],"domain_scores_gemma":[0.9991525,0.0005072171,0.0001207749,0.00009456393,0.00006645182,0.0000585369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007723411,0.000169632,0.9451597,0.01652258,0.0000329442,0.00004767581,0.0195711,0.00005484997,0.0003469725,0.0001415746,0.00004655385,0.01713404],"study_design_scores_gemma":[0.002380757,0.0001792972,0.991812,0.00003423843,0.0008845807,0.00002890487,0.0001670585,0.0005903501,0.003696033,0.00003560943,0.00004639674,0.0001447778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770966,0.0002401914,0.02068806,0.0001016685,0.00008279917,0.001465334,0.0000653508,0.0002104894,0.00004954365],"genre_scores_gemma":[0.9151361,0.06021117,0.02388028,0.00002730172,0.0001416728,0.0002867068,0.0002669136,0.00002412027,0.00002571982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06196045,"threshold_uncertainty_score":0.504226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05269713770565538,"score_gpt":0.2938669399521507,"score_spread":0.2411698022464953,"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."}}