{"id":"W4376133032","doi":"10.1161/circheartfailure.122.010173","title":"Fibrotic Plaque and Microvascular Dysfunction Predict Early Cardiac Allograft Vasculopathy Progression After Heart Transplantation: The Early Post Transplant Cardiac Allograft Vasculopathy Study","year":2023,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University of Ottawa; Montreal Heart Institute","funders":"University of Ottawa; Heart and Stroke Foundation of Canada","keywords":"Intravascular ultrasound; Medicine; Cardiology; Fractional flow reserve; Internal medicine; Heart transplantation; Cardiac allograft vasculopathy; Transplantation; Coronary flow reserve; Lumen (anatomy); Coronary artery disease; Coronary angiography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011525,0.0004154861,0.0002890214,0.0003639712,0.0003138653,0.0005755561,0.0002874098,0.0005006238,0.001679064],"category_scores_gemma":[0.00185094,0.0002393799,0.0003051243,0.0002532327,0.0001928517,0.000437461,0.0004700997,0.0008833059,0.0002786177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154104,"about_ca_system_score_gemma":0.00025398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292193,"about_ca_topic_score_gemma":0.001114294,"domain_scores_codex":[0.9997112,0.0001066112,0.00002505408,0.00004899838,0.00005057811,0.00005764481],"domain_scores_gemma":[0.9985281,0.0002588189,0.0004759959,0.00009040222,0.0001350928,0.0005115562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917482,0.00007315892,0.9985899,0.000003461028,0.00003470754,0.00003528892,0.00002660265,0.00002860751,0.0002215726,0.000007125741,0.00003474815,0.0006529809],"study_design_scores_gemma":[0.0000235616,0.0002517929,0.9989611,0.000003744587,0.00003258529,0.0002493446,0.00005551662,0.0002128415,0.000102792,0.00001534961,0.000088678,0.000002622793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996651,0.00007009014,0.00004083739,0.00001967393,0.000002955716,0.000006777841,0.00004573623,0.000001087317,0.0001477644],"genre_scores_gemma":[0.9996668,0.00002541282,0.00006294304,0.00001135346,0.00001214478,0.000006538238,0.0001029428,8.930896e-7,0.0001109623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001679064,"threshold_uncertainty_score":0.005617023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014157418331329,"score_gpt":0.2613190107904583,"score_spread":0.251177436607145,"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."}}