{"id":"W4417431060","doi":"10.1111/ctr.70420","title":"Rapid Corticosteroid Withdrawal After Cardiac Transplantation Improves Outcomes","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Corticosteroid; Transplantation; Tapering; Heart transplantation; Complication; Graft rejection","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":[0.0007854681,0.0003535318,0.0008866995,0.0002378543,0.0001356396,0.0000560085,0.0001248155,0.0003355223,0.0001114722],"category_scores_gemma":[0.00009279821,0.0002879034,0.0006264657,0.0003380755,0.0002105033,0.0002805354,0.000006258485,0.0004581393,0.00005908211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004216214,"about_ca_system_score_gemma":0.0001787451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003221246,"about_ca_topic_score_gemma":0.00003620316,"domain_scores_codex":[0.9969469,0.0003491198,0.00130561,0.0006296367,0.0003824956,0.0003862533],"domain_scores_gemma":[0.9979196,0.001160999,0.000155704,0.000393079,0.0001563534,0.0002142767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005582868,0.0003499174,0.8649431,0.001562474,0.0005879876,0.0002429305,0.0007547209,0.000002870969,0.004662665,0.0005964683,0.00008452081,0.1206294],"study_design_scores_gemma":[0.005481109,0.0003636669,0.9853267,0.0004456464,0.002218492,0.00004974671,0.00008294459,0.00007028502,0.004384561,0.0003386696,0.0009537095,0.0002844619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422292,0.0008112757,0.04632637,0.002145899,0.002405946,0.001190975,0.000250616,0.0002746218,0.004365101],"genre_scores_gemma":[0.9715737,0.007944666,0.01503566,0.003235074,0.0002083915,0.0001570208,0.0005243805,0.00004081413,0.00128031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203836,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240949625616252,"score_gpt":0.3831339518979492,"score_spread":0.3507244556417867,"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."}}