{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001170989,0.0001957928,0.0003921771,0.0002145225,0.00009008144,0.00001682706,0.0001598042,0.0001026671,0.0001396166],"category_scores_gemma":[0.0001633021,0.0001714477,0.0001608638,0.0005598249,0.0001158298,0.0001565227,0.0002257829,0.0002074932,0.0001955488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000502397,"about_ca_system_score_gemma":0.00008216812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086168,"about_ca_topic_score_gemma":0.000006787229,"domain_scores_codex":[0.9985613,0.00002891756,0.000336935,0.0003007739,0.000427314,0.000344738],"domain_scores_gemma":[0.9984716,0.000723435,0.0001040801,0.0003699818,0.0001407599,0.000190181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436005,0.0003042754,0.9660083,0.0008032495,0.0001525675,0.0001379235,0.000124698,0.0002334634,0.00009691299,0.0001246047,0.01535521,0.01651521],"study_design_scores_gemma":[0.001853648,0.0006703787,0.9644036,0.0008002768,0.0001413671,0.00003277547,0.00009826945,0.008407937,0.01565208,0.00001611699,0.00771217,0.0002113749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937881,0.0003225988,0.000020525,0.0009003537,0.0002586186,0.0004032961,0.00012318,0.0002196661,0.00396368],"genre_scores_gemma":[0.9970316,0.001021568,0.0009217109,0.0001778291,0.00008709286,0.0001833861,0.0002621297,0.00002866025,0.0002860038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630384,"threshold_uncertainty_score":0.6991434,"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."}}