{"id":"W4385242059","doi":"10.1016/j.hjc.2023.07.008","title":"Adverse remodelling in tetralogy of Fallot: From risk factors to imaging analysis and future perspectives","year":2023,"lang":"en","type":"review","venue":"Hellenic Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Tetralogy of Fallot; Cardiology; Internal medicine; Ventricular remodeling; Heart failure; Myocardial fibrosis; Volume overload; Pressure overload; Sudden cardiac death; Population; Heart disease","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":[0.0004962491,0.0003570433,0.004912774,0.001908254,0.00003931809,0.000003739657,0.0001395487,0.0002225158,0.00001919765],"category_scores_gemma":[0.0003395802,0.0002648773,0.001864941,0.0009903867,0.0001402978,0.0000445455,0.0001267217,0.0008205137,0.000005852271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926422,"about_ca_system_score_gemma":0.0002961952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297628,"about_ca_topic_score_gemma":0.00008135229,"domain_scores_codex":[0.997403,0.0004897137,0.001157912,0.000390722,0.0002454456,0.0003132693],"domain_scores_gemma":[0.9980584,0.0007655842,0.000401475,0.0002976831,0.0002630786,0.0002137422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004587866,0.00007467881,0.2148117,0.004842123,0.0477512,0.002335862,0.008189915,0.0002086076,0.000006927906,0.00001982746,0.0002300083,0.7210703],"study_design_scores_gemma":[0.004458113,0.00132553,0.1830235,0.01819906,0.1969997,0.001839482,0.06782462,0.0002417512,0.000002503649,0.0006472394,0.5236413,0.001797102],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03670257,0.9621438,0.0001768004,0.00005286468,0.0003155032,0.000304529,0.0001662172,0.00001032967,0.0001274322],"genre_scores_gemma":[0.04142869,0.9573922,0.000222584,0.000006523804,0.0008685472,0.000004158241,0.00001075609,0.00003967723,0.0000269353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7192733,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517155838163284,"score_gpt":0.3365486821774389,"score_spread":0.3013771237958061,"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."}}