{"id":"W4410615546","doi":"10.1016/j.cjco.2025.05.009","title":"Cardiovascular Prehabilitation in Patients Awaiting Heart Transplantation— Addressing Clinical Needs (the PREHAB HTx Study)","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University of Ottawa","funders":"Canadian Donation and Transplantation Research Program","keywords":"Prehabilitation; Medicine; Heart transplantation; Transplantation; Cardiology; Internal medicine; Intensive care medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002390796,0.0001363056,0.0005846384,0.0001659126,0.0001599015,0.00009142214,0.000226816,0.00008064281,0.00002061605],"category_scores_gemma":[0.0003073903,0.0001008089,0.000225881,0.0005408846,0.00006426161,0.0002267223,0.00004468102,0.0002692827,0.000009051138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005023239,"about_ca_system_score_gemma":0.0001390391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000257157,"about_ca_topic_score_gemma":0.0000468018,"domain_scores_codex":[0.9977355,0.0008055787,0.0006626634,0.0003071718,0.0002990272,0.0001900403],"domain_scores_gemma":[0.9984967,0.0008550574,0.00006261261,0.0004154691,0.0001159693,0.00005423604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081396,0.0003696476,0.9627641,0.0001807166,0.0002250106,0.000007707506,0.003234263,0.00008343963,0.000009234343,0.00009813283,0.00008069098,0.0325389],"study_design_scores_gemma":[0.007247617,0.0002818732,0.9879408,0.0004363013,0.0004913353,0.000002589211,0.001891286,0.00007489685,0.00004403924,0.00008343333,0.001407537,0.00009827135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918224,0.0002113831,0.001438933,0.0009279088,0.0003628479,0.002853432,0.000007648956,0.00003018769,0.002345274],"genre_scores_gemma":[0.9920869,0.00003348407,0.006795314,0.0005894346,0.00006291475,0.0001438599,0.00004135684,0.00001492163,0.0002318421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244063,"threshold_uncertainty_score":0.4110867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955729647051925,"score_gpt":0.4260136298441807,"score_spread":0.3564563333736614,"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."}}