{"id":"W3011217463","doi":"10.1111/petr.13679","title":"Pediatric donor management to optimize donor heart utilization","year":2020,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Hormone replacement; Hormone; Pediatrics; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002209969,0.0006693713,0.001408197,0.0012828,0.0001405662,0.00008650205,0.0002131287,0.0003877941,0.0002886664],"category_scores_gemma":[0.00002156476,0.0006356895,0.0005142975,0.002246795,0.00001427557,0.0002011326,0.00001851478,0.0004362843,0.001458202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018241,"about_ca_system_score_gemma":0.0003092797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001136843,"about_ca_topic_score_gemma":0.000005044208,"domain_scores_codex":[0.9965537,0.0001552686,0.001186149,0.0009315111,0.000735562,0.0004377861],"domain_scores_gemma":[0.9985607,0.0001660759,0.0003232818,0.0003401822,0.0001266701,0.0004831121],"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":[0.0007075019,0.0006393203,0.003534064,0.3202716,0.000491255,0.0009104603,0.001188457,0.000111734,9.030757e-7,0.0007052422,0.005848312,0.6655912],"study_design_scores_gemma":[0.003069526,0.0003463503,0.008672781,0.001584163,0.03185671,0.0004607825,0.00001600976,0.00004408619,0.00000707008,0.00001570488,0.9528446,0.001082179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001253267,0.973742,0.01730404,0.0004323763,0.0008532793,0.004635101,0.0005320893,0.0005291536,0.001846598],"genre_scores_gemma":[0.0001717459,0.9858529,0.006570893,0.0004247912,0.00163322,0.0003602403,0.00450441,0.0001500703,0.000331746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9469963,"threshold_uncertainty_score":0.9996094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681356631341024,"score_gpt":0.3355169310674566,"score_spread":0.2787033647540464,"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."}}