{"id":"W4415299823","doi":"10.1016/b978-0-443-13279-7.00053-5","title":"Fetal heart failure","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ductus venosus; Heart failure; Circulatory system; Fetus; Context (archaeology); Heart disease; Shunting; Blood flow; Etiology; Hemodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939824,0.0006482559,0.0003218177,0.0009196789,0.0006121992,0.001149616,0.0003785964,0.001042927,0.1748349],"category_scores_gemma":[0.0005757518,0.0002346317,0.0002711024,0.0005224892,0.0003799722,0.0007044389,0.001046322,0.001695815,0.08752916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851967,"about_ca_system_score_gemma":0.000406194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245499,"about_ca_topic_score_gemma":0.00725038,"domain_scores_codex":[0.9999222,0.0000134548,0.000003880921,0.00001622935,0.00003196266,0.00001230236],"domain_scores_gemma":[0.9998839,0.00004531455,0.000006018975,0.00001406381,0.00002096734,0.00002983557],"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":[0.00002074138,0.00003029693,0.0002302435,0.0001306655,0.000004835508,0.0004989508,0.0001301488,0.0001254815,0.0007597568,0.01310374,0.4102386,0.5747265],"study_design_scores_gemma":[0.000004148118,0.00001842245,0.0004990207,0.0002383636,0.000003123099,0.001012333,0.00004002878,0.00005695028,0.0001405978,0.002097828,0.9958856,0.000003654081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007326044,0.04428938,0.00124143,0.002894147,0.003451467,0.00002847905,0.0001802874,0.0001796867,0.9470025],"genre_scores_gemma":[0.00247743,0.01458328,0.0005966042,0.0009373364,0.0008879899,0.00002089072,0.0001079986,0.00004098576,0.9803475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1748349,"threshold_uncertainty_score":0.5848809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241774874772688,"score_gpt":0.2607874550054424,"score_spread":0.2483697062577155,"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."}}