{"id":"W4313236537","doi":"10.1002/pd.6292","title":"A guide to prenatal counseling regarding neurodevelopment in congenital heart disease","year":2022,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Heart disease; Medicine; Prenatal diagnosis; Genetic counseling; Prenatal care; Pediatrics; Prenatal ultrasound; Pregnancy; Fetus; Internal medicine; Genetics; Biology; Environmental health","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000444305,0.0009123909,0.002457243,0.0009112408,0.0002505972,0.00009210749,0.0003983873,0.0001434343,0.0009295533],"category_scores_gemma":[0.002040252,0.0008792944,0.0008848629,0.001141937,0.00008498797,0.0001872256,0.001337308,0.0008592345,0.0003656518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092937,"about_ca_system_score_gemma":0.001240509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382381,"about_ca_topic_score_gemma":0.00009171829,"domain_scores_codex":[0.9949041,0.0002604101,0.001339008,0.001464239,0.001101606,0.0009306276],"domain_scores_gemma":[0.9968667,0.0009940835,0.0001430214,0.0008778599,0.0001104719,0.001007866],"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":[0.0002139912,0.0005773125,0.002447929,0.02835479,0.0005057539,0.002937593,0.0004022544,0.000003157204,9.695218e-8,0.000009429272,0.01625554,0.9482921],"study_design_scores_gemma":[0.0007288085,0.0001450866,0.0006372057,0.01726987,0.00159687,0.0001421047,0.00008562625,0.00001306366,0.000002149175,0.000006404856,0.9785615,0.0008113599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001607226,0.9899866,0.000002529162,0.0003771676,0.0006900114,0.004601105,0.001271897,0.0002160342,0.001247442],"genre_scores_gemma":[0.0009854406,0.9846445,0.0003476983,0.000802159,0.0002565053,0.01092221,0.0006446938,0.0002085277,0.001188267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9623059,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448847380844273,"score_gpt":0.3436445460622197,"score_spread":0.2987598079777924,"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."}}