{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884672,0.0001721804,0.0001207806,0.0006845526,0.001232716,0.0009439934,0.000739364,0.0004082388,0.005032099],"category_scores_gemma":[0.006359041,0.0002487155,0.0001673482,0.0006902819,0.0005499861,0.00127581,0.001561183,0.000782051,0.0002238142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200667,"about_ca_system_score_gemma":0.006708278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03342564,"about_ca_topic_score_gemma":0.07267669,"domain_scores_codex":[0.9989473,0.0003093265,0.00008637437,0.00005355951,0.0001688393,0.0004345631],"domain_scores_gemma":[0.9937663,0.0008701881,0.002624248,0.00006363876,0.0006313398,0.002044347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003527055,0.0000889332,0.9871255,0.0001447058,0.00001026303,0.0003896549,0.002694636,0.00009049581,0.0002287585,0.0002741861,0.001342401,0.007575192],"study_design_scores_gemma":[0.000005872552,0.00009087614,0.9835666,0.0002404356,0.00000823479,0.0002145446,0.013411,0.0001708451,0.0001015935,0.00005394004,0.00212789,0.000008091024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949114,0.0003172072,0.00006661908,0.001594965,0.0000100476,0.00006412214,0.0003626996,0.000004179315,0.002668754],"genre_scores_gemma":[0.9987763,0.0003840437,0.000264997,0.0001683421,0.000006503937,0.00005565678,0.0001680938,0.000001676455,0.0001744691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03342564,"threshold_uncertainty_score":0.06646216,"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."}}