{"id":"W2126441246","doi":"10.1111/petr.12149","title":"Donors' characteristics and impact on outcomes in pediatric heart transplant recipients","year":2013,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Multivariate analysis; Internal medicine; Cohort; Proportional hazards model; Cohort study; Transplantation; Prospective cohort study; Young adult; Affect (linguistics)","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":[0.0002865636,0.0003555261,0.0005879708,0.0006362516,0.00007913982,0.00005272531,0.00007926163,0.0001846669,0.0001377982],"category_scores_gemma":[0.00002829292,0.0002696874,0.0001627644,0.000430819,0.00002652321,0.0002805851,0.000003627862,0.0003429245,0.0001090348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006283801,"about_ca_system_score_gemma":0.00007466009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556789,"about_ca_topic_score_gemma":0.00003341663,"domain_scores_codex":[0.9979726,0.0001220037,0.0006377971,0.0004376514,0.0003947827,0.0004351294],"domain_scores_gemma":[0.9988449,0.0005129586,0.0001169884,0.0001999048,0.00006488261,0.000260368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004150812,0.0002063811,0.996922,0.0003667887,0.00001934242,0.00007098926,0.0008978915,0.0000108924,0.00009887525,0.00003261424,0.00004455999,0.000914607],"study_design_scores_gemma":[0.003106708,0.0003814696,0.9952587,0.00004340233,0.0005557736,0.0001119749,0.00001121491,0.00008591561,0.00008400662,0.00007469534,0.000006992935,0.000279162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969668,0.0001336113,0.0006359517,0.0006179524,0.0003388284,0.0008264919,0.0001883596,0.00009458574,0.0001973538],"genre_scores_gemma":[0.9799049,0.01658316,0.002332806,0.0003386904,0.0003453323,0.00008276492,0.0002944978,0.00003915392,0.00007871833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706199,"threshold_uncertainty_score":0.9999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565553679648935,"score_gpt":0.3028734007207108,"score_spread":0.2872178639242214,"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."}}