{"id":"W4414516254","doi":"10.1016/j.jhlto.2025.100394","title":"Heart transplantation in special patient populations","year":2025,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital","funders":"","keywords":"Psychosocial; Quality of life (healthcare); Heart transplantation; Lung transplantation; Heart disease; Transplantation; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.0001278033,0.00006387558,0.0001734413,0.0001217497,0.00004704108,0.00002924652,0.00005756495,0.00004271927,0.0001455277],"category_scores_gemma":[0.00001791941,0.00005646302,0.00003865317,0.0002319397,0.00001153825,0.0001073125,0.00001118595,0.00008381419,0.0000160969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003957474,"about_ca_system_score_gemma":0.00007504151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004332534,"about_ca_topic_score_gemma":0.001098241,"domain_scores_codex":[0.9993955,0.00005106296,0.0002239714,0.000138576,0.00009021466,0.000100633],"domain_scores_gemma":[0.999763,0.00004772699,0.00002070189,0.0001131151,0.00002246922,0.00003305095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000828541,0.0002589178,0.9211876,0.0001853475,0.00003032134,0.0000742074,0.002665953,0.0001134343,0.001027338,0.02792816,0.004258936,0.04144124],"study_design_scores_gemma":[0.001575848,0.00005146239,0.9802616,0.0001439248,0.00004778409,0.00001200553,0.0001340373,0.00004625463,0.0008242962,0.001483828,0.01535888,0.0000600421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848103,0.0000588473,0.003291902,0.007795097,0.0008409206,0.001306232,0.0000323094,0.00003112584,0.1018333],"genre_scores_gemma":[0.9543208,0.00003613639,0.04073872,0.002408027,0.000172423,0.00005515159,0.0001442398,0.000009031957,0.002115447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09971788,"threshold_uncertainty_score":0.2302495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575551708881343,"score_gpt":0.4279128267265438,"score_spread":0.3621573096377304,"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."}}