{"id":"W4214518084","doi":"10.1007/s00392-022-01989-1","title":"Morbidity and mortality in adults with congenital heart defects in the third and fourth life decade","year":2022,"lang":"en","type":"article","venue":"Clinical Research in Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Observational study; Population; Internal medicine; Heart disease; Heart failure; Pediatrics; Mortality rate; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.007972262,0.0001258336,0.0006773927,0.0002189732,0.0001309013,0.0000111445,0.0001311689,0.0001104175,0.00001183193],"category_scores_gemma":[0.004900521,0.00008824965,0.00007776696,0.0005467793,0.001296254,0.00004060251,0.0006076284,0.002004812,0.000003758963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008212376,"about_ca_system_score_gemma":0.0004110506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007098871,"about_ca_topic_score_gemma":0.004189163,"domain_scores_codex":[0.9945381,0.003320538,0.0004677123,0.0005694607,0.0005361742,0.0005680485],"domain_scores_gemma":[0.9938164,0.005435302,0.00002296836,0.0003803753,0.00008869809,0.0002562453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002025499,0.0001548061,0.9940965,0.00006510739,0.00006358886,0.001548021,0.0003663809,0.000004445906,0.0000040573,0.00005502633,0.000470634,0.00114599],"study_design_scores_gemma":[0.003419676,0.001552207,0.9904519,0.00003899444,0.00002211654,0.0001587677,0.002631447,0.0002049152,7.08859e-7,0.0006028644,0.0008312516,0.00008517977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919013,0.002468828,5.435871e-7,0.002987141,0.00007294385,0.001073193,0.00002772666,0.0000102169,0.001458042],"genre_scores_gemma":[0.9980808,0.0007060853,0.00001725328,0.0006668147,0.0001491619,0.000348395,0.00000680344,0.00001107351,0.00001354622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006179501,"threshold_uncertainty_score":0.8710021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1903063680291427,"score_gpt":0.4757822018456466,"score_spread":0.2854758338165039,"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."}}