{"id":"W4366815233","doi":"10.1007/s00261-023-03913-1","title":"Noninvasive prenatal screening and maternal malignancy: role of imaging","year":2023,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Malignancy; Occult; Pregnancy; Radiology; Cell-free fetal DNA; Fetus; Pathology; Prenatal diagnosis; Obstetrics","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":[0.0009021878,0.001193146,0.002068978,0.003911681,0.0002633074,0.001308836,0.00122169,0.001498522,0.003432058],"category_scores_gemma":[0.002768608,0.0003826381,0.0008392036,0.003581488,0.0006895133,0.001608206,0.0006888808,0.001983473,0.001038377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009645642,"about_ca_system_score_gemma":0.001764899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251423,"about_ca_topic_score_gemma":0.004912617,"domain_scores_codex":[0.9994721,0.0001352995,0.0001046246,0.0001060747,0.0001503295,0.0000315863],"domain_scores_gemma":[0.9979265,0.001371745,0.000292725,0.00003810679,0.0002862022,0.00008469694],"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":[0.00007019522,0.00004134497,0.0009308201,0.02715316,0.0002510103,0.0005386231,0.00005618654,0.0003342133,0.0005913079,0.001340344,0.03048871,0.9382041],"study_design_scores_gemma":[0.00005295733,0.0001290386,0.006250149,0.05151551,0.001438127,0.009907594,0.0002153162,0.000313044,0.0003813561,0.002307306,0.927416,0.00007375157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003755495,0.9993369,0.00004557307,0.0001855911,0.00008638721,0.000001439115,0.00000814557,0.000002194827,0.0002962521],"genre_scores_gemma":[0.0003857675,0.9990215,0.0001014357,0.0001636014,0.0002246352,0.000001871196,0.00001514171,8.58094e-7,0.00008507435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003911681,"threshold_uncertainty_score":0.0114814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966966026313116,"score_gpt":0.3179331822526091,"score_spread":0.2882635219894779,"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."}}