{"id":"W3216342857","doi":"10.1007/s00246-021-02780-1","title":"Insights from 3D Echocardiography in Hypoplastic Left Heart Syndrome Patients Undergoing TV Repair","year":2021,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Vena contracta; Hypoplastic left heart syndrome; Cardiology; Internal medicine; Regurgitation (circulation); Tricuspid valve; Surgery; Heart disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005701426,0.0003990967,0.0003944949,0.001506218,0.0002682111,0.001566318,0.0003578646,0.000951004,0.002164801],"category_scores_gemma":[0.003776951,0.000179458,0.0003210503,0.0005803367,0.0004156338,0.001023984,0.0005785702,0.0009635896,0.0003415335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017086,"about_ca_system_score_gemma":0.0004445172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597558,"about_ca_topic_score_gemma":0.002293957,"domain_scores_codex":[0.9995741,0.00009734287,0.00005611841,0.0000516985,0.0001116191,0.0001090059],"domain_scores_gemma":[0.9987389,0.0005380441,0.0002493935,0.00003816561,0.0001466249,0.0002888059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534174,0.0001133955,0.9362616,0.00006963785,0.0000594618,0.03072154,0.0007828762,0.0002075339,0.002723032,0.0006436481,0.001090932,0.02717301],"study_design_scores_gemma":[0.00002090223,0.0002666114,0.9064789,0.0003879103,0.0001009618,0.07930935,0.005227319,0.001028641,0.001069497,0.001904342,0.004159191,0.00004630273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708781,0.009911278,0.001235002,0.00327618,0.0001607564,0.0000251151,0.0003512143,0.00002849719,0.01413393],"genre_scores_gemma":[0.9923018,0.004683898,0.001178143,0.0005975289,0.0005367653,0.00001252533,0.0002548617,0.00001000029,0.0004244001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002164801,"threshold_uncertainty_score":0.007242024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008761555963018206,"score_gpt":0.2290735885038807,"score_spread":0.2203120325408625,"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."}}