{"id":"W2800546869","doi":"10.1111/ctr.13280","title":"The international prevalence and variability of nonadherence to the nonpharmacologic treatment regimen after heart transplantation: Findings from the cross‐sectional BRIGHT study","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc; Universitätsspital Zürich; Sociedade Beneficente Israelita Brasileira Albert Einstein; Medizinischen Hochschule Hannover; Università di Bologna; Astellas Pharma; Ochsner Health; Inselspital, Universitätsspital Bern; Cedars-Sinai Medical Center; Astellas Pharma Europe; London Health Sciences Centre; University of Ottawa; Schweizerische Akademie der Medizinischen Wissenschaften; International Society for Heart and Lung Transplantation; European Regional Development Fund; Universidade de São Paulo; George Washington University; University of Pennsylvania; Kaiser Permanente; Cleveland Clinic; International Transplant Nurses Society; Virginia Commonwealth University","keywords":"Medicine; Regimen; Cross-sectional study; Internal medicine; Alcohol consumption; Transplantation; Physical activity; Heart transplantation; Physical therapy; Alcohol","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135749,0.0001759775,0.000247372,0.00002460435,0.0003914754,0.00007697578,0.0002587713,0.0000916986,0.000286596],"category_scores_gemma":[0.0001207871,0.00008301505,0.0001453339,0.0001414408,0.0006006436,0.00011053,0.00001255657,0.0002099613,0.0000328035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000971,"about_ca_system_score_gemma":0.00009846853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001644054,"about_ca_topic_score_gemma":0.0003353575,"domain_scores_codex":[0.9975966,0.0005807345,0.0007602867,0.0004564924,0.0004297906,0.0001760515],"domain_scores_gemma":[0.9944643,0.004808671,0.0001132704,0.0003066017,0.0002104185,0.0000966842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004729223,0.0002625733,0.9902689,0.00004156756,0.0001868856,0.00001246861,0.002720398,0.000005433373,0.0003566212,0.00007938889,0.0000563342,0.001280207],"study_design_scores_gemma":[0.002690219,0.001013024,0.9929565,0.00006430319,0.0005170276,0.00004677728,0.0000954904,0.000083721,0.001203727,0.0002421952,0.0009931998,0.00009387705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888765,0.00007575084,0.003261073,0.004827842,0.0009977435,0.001384046,0.0003243743,0.00002582324,0.0002269125],"genre_scores_gemma":[0.9946033,0.001205302,0.002000242,0.001086363,0.0005559338,0.0001968196,0.00004703366,0.00001013887,0.0002948763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726857,"threshold_uncertainty_score":0.3385255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08134347930565698,"score_gpt":0.4491859864143691,"score_spread":0.3678425071087121,"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."}}