{"id":"W2097914386","doi":"10.1111/chd.12201","title":"Increasing Mortality Burden among Adults with Complex Congenital Heart Disease","year":2014,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Tetralogy of Fallot; Great arteries; Heart disease; Eisenmenger syndrome; Cardiology; Pediatrics; Internal medicine; Young adult; Population","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":[0.0004329538,0.0009854679,0.001218389,0.0003144213,0.0007661784,0.0001998483,0.000285536,0.0001431725,0.0007559832],"category_scores_gemma":[0.001034057,0.0008891547,0.0005991989,0.0005988374,0.001467732,0.0006305971,0.0003828502,0.0005081004,0.0006997733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169923,"about_ca_system_score_gemma":0.0007038877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008304649,"about_ca_topic_score_gemma":0.0002750864,"domain_scores_codex":[0.9943393,0.0004357536,0.0008683042,0.001512009,0.001442699,0.001401891],"domain_scores_gemma":[0.9923809,0.0004058747,0.0001292412,0.001673788,0.0007532404,0.004657019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01074759,0.0007910058,0.981857,0.0007319631,0.0004772849,0.0008038247,0.0002924247,0.000005228515,0.0004851614,0.00007534811,0.002243525,0.001489628],"study_design_scores_gemma":[0.00517284,0.000579639,0.9824289,0.000416504,0.002049771,0.0001205365,0.0004205227,0.003725642,0.0000322422,0.000229806,0.003736054,0.001087518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889098,0.001588993,0.00003954678,0.001905496,0.0002781608,0.002578693,0.0007484874,0.0006977034,0.003253143],"genre_scores_gemma":[0.9941063,0.00000901531,0.0003728998,0.002504627,0.001101658,0.0003750827,0.0005224628,0.0002015437,0.0008064031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005574747,"threshold_uncertainty_score":0.9993559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226273677020203,"score_gpt":0.2846960813162764,"score_spread":0.2624333445460744,"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."}}