{"id":"W2068649465","doi":"10.1161/circulationaha.105.541649","title":"Outcomes and Associated Risk Factors for Aortic Valve Replacement in 160 Children","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve replacement; Aortic valve; Risk factor; Stenosis","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":[0.0001075133,0.00007637149,0.0001600506,0.00006776206,0.00005638099,0.000006551776,0.00001041531,0.00003642064,0.00002031509],"category_scores_gemma":[0.0004411579,0.00006789571,0.00006948191,0.00006780135,0.00001564946,0.00005508635,0.00001193882,0.00004558815,0.000004231652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138815,"about_ca_system_score_gemma":0.00001611926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005902252,"about_ca_topic_score_gemma":0.0001153261,"domain_scores_codex":[0.9994369,0.00001767154,0.0001697415,0.000149494,0.0001062831,0.0001198786],"domain_scores_gemma":[0.9996881,0.00009065309,0.00004490672,0.00009085764,0.00003872879,0.00004671304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000235568,0.00006682667,0.9928002,0.000009620798,0.0001144952,7.607343e-8,0.0004258731,0.00001524119,0.0000292962,0.000005107549,0.00003953158,0.006470137],"study_design_scores_gemma":[0.001499994,0.00003291659,0.9946197,0.0000170364,0.0001641873,4.569555e-7,0.00007142821,0.003397021,0.00002268756,0.00008883709,0.00001961957,0.00006611938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986899,0.0002002469,0.00004608247,0.0001798513,0.00003202418,0.0006970235,0.00002353668,0.00003560788,0.00009571996],"genre_scores_gemma":[0.9996771,0.00001246603,0.00005463169,0.00005730961,0.00003100485,0.00002693065,0.00007223457,0.000009500317,0.00005882095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006404018,"threshold_uncertainty_score":0.2768707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944641272550427,"score_gpt":0.2972888853140116,"score_spread":0.2778424725885073,"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."}}