{"id":"W4367313291","doi":"10.1002/pd.6360","title":"Performance of comprehensive first trimester fetal anatomy assessment","year":2023,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Centre for Social Innovation; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ultrasound; Fetus; Fetal echocardiography; Gestation; Population; Obstetrics; Pregnancy; Retrospective cohort study; Radiology; Prenatal diagnosis; Surgery; Biology","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":[0.005020638,0.0004050477,0.0005349419,0.001572268,0.0002330452,0.0009932035,0.0003774401,0.0004105633,0.001393206],"category_scores_gemma":[0.03147797,0.0001820048,0.0003672617,0.0005972055,0.000421862,0.0007005786,0.000805849,0.0003590745,0.0002371288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614201,"about_ca_system_score_gemma":0.001016559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456682,"about_ca_topic_score_gemma":0.003034613,"domain_scores_codex":[0.9951671,0.001702233,0.0005581819,0.0006814651,0.001546269,0.0003447686],"domain_scores_gemma":[0.9752392,0.01115014,0.00735909,0.0007738861,0.004054751,0.001422927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114758,0.00001655183,0.9833763,0.00006324708,0.00004874169,0.0001595836,0.0001142346,0.0002770284,0.0003383642,0.00002237972,0.000154777,0.01531411],"study_design_scores_gemma":[0.000005580153,0.0003032107,0.996262,0.00007424327,0.00004530745,0.001443419,0.0001422793,0.0007991501,0.0005953001,0.00002792941,0.0002925335,0.0000090403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934864,0.002860386,0.0009920533,0.0002543846,0.0000182258,0.00003327743,0.0003350443,0.00004205402,0.001978138],"genre_scores_gemma":[0.9987761,0.000285579,0.0006657926,0.00002043651,0.00001411923,0.000006782335,0.00015667,0.000003292261,0.00007108441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005020638,"threshold_uncertainty_score":0.02655196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286467113778132,"score_gpt":0.311766761381869,"score_spread":0.2831200500040558,"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."}}