{"id":"W1967974230","doi":"10.1111/petr.12239","title":"Hypoalbuminemia and poor growth predict worse outcomes in pediatric heart transplant recipients","year":2014,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Hypoalbuminemia; Multivariate analysis; Internal medicine; Risk factor; Heart transplantation; Transplantation; Heart disease; Risk of mortality; Pediatrics; Intensive care 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":[0.0006936745,0.0003800209,0.0006505434,0.0007280322,0.0001061789,0.00003523128,0.0001140278,0.0002357185,0.00003576086],"category_scores_gemma":[0.00009178058,0.0003289284,0.0001548126,0.0006366928,0.00004460844,0.0002802242,0.000006376554,0.0003771169,0.00002927782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000437927,"about_ca_system_score_gemma":0.0000800635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591213,"about_ca_topic_score_gemma":0.0001214327,"domain_scores_codex":[0.997399,0.0002157475,0.0007615578,0.0005900576,0.000532901,0.0005006744],"domain_scores_gemma":[0.9985701,0.00072042,0.0001290563,0.0002085918,0.00007689651,0.0002948712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005344051,0.0001696135,0.9965321,0.0008580315,0.00001724194,0.00007032604,0.000940112,0.0000120739,0.0001256621,0.0001702705,0.00006162389,0.0005084683],"study_design_scores_gemma":[0.005830851,0.000274227,0.9914331,0.00005696662,0.001173316,0.0001859229,0.00001310498,0.0001801264,0.0002774119,0.0001973092,0.00004491951,0.0003327494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908723,0.0003203413,0.005889612,0.001014085,0.0004738534,0.00064138,0.000114215,0.0001660083,0.0005081682],"genre_scores_gemma":[0.9759506,0.01370562,0.008857915,0.0004693631,0.0005265906,0.00006350066,0.0002510026,0.00004929803,0.0001261257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01492175,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119221838425055,"score_gpt":0.2685894213440644,"score_spread":0.2566672375015589,"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."}}