{"id":"W4402042482","doi":"10.1016/j.echo.2024.08.012","title":"Fetal Echocardiography From 10 to 15 Weeks of Gestation—Reliability, Genetic Associations, and Outcomes","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Women and Children’s Health Research Institute","funders":"Leeds Hospitals Charity","keywords":"Medicine; Gestation; Fetal echocardiography; Fetus; Reliability (semiconductor); Obstetrics; Internal medicine; Cardiology; Prenatal diagnosis; Pregnancy; Genetics","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":[0.008170167,0.0005517075,0.0005393331,0.002336276,0.0003629892,0.001116097,0.0009186005,0.00112185,0.0008561429],"category_scores_gemma":[0.04898564,0.0003743398,0.0007345855,0.00139366,0.0007157537,0.0008966479,0.001446622,0.001205517,0.0002528599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179518,"about_ca_system_score_gemma":0.0005747895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929752,"about_ca_topic_score_gemma":0.003987264,"domain_scores_codex":[0.9944828,0.002749725,0.0006819635,0.0008045869,0.0008798431,0.0004011761],"domain_scores_gemma":[0.9665637,0.015254,0.009734716,0.00358045,0.003497329,0.001369774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007115899,0.000006789361,0.9986604,0.000005507576,0.00004560564,0.00003121305,0.00006098577,0.00004697691,0.00006597186,0.00002028901,0.00003817972,0.0009468358],"study_design_scores_gemma":[0.000003820553,0.00004662405,0.9990901,0.00002010616,0.00003540087,0.0002576715,0.00009354269,0.0002163513,0.0000711883,0.00006058602,0.0001007089,0.000003951993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947755,0.001560387,0.0006833559,0.0003030806,0.00005749483,0.00001190167,0.0008247996,0.00002062171,0.001762801],"genre_scores_gemma":[0.9989278,0.0002737964,0.0002325932,0.00002457127,0.00003330653,0.000007716541,0.0004157238,0.00000595868,0.0000785675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008170167,"threshold_uncertainty_score":0.04320854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042781260939888,"score_gpt":0.2843110544650154,"score_spread":0.2738832418556165,"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."}}