{"id":"W4321113248","doi":"10.1016/j.crad.2023.02.003","title":"Incidental maternal findings on fetal MRI","year":2023,"lang":"en","type":"article","venue":"Clinical Radiology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Medicine; Clinical significance; Magnetic resonance imaging; Obstetrics; Fetus; Pregnancy; Radiology; Retrospective cohort study; Hydronephrosis; Urinary system; Surgery; Pathology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000476685,0.0001269586,0.0004067289,0.00008875032,0.00005104017,0.00000548561,0.000130056,0.0002999556,0.0004917822],"category_scores_gemma":[0.0009957715,0.00008954774,0.0002453704,0.0002103193,0.0002768012,0.00001871746,0.0000858065,0.000573774,0.004870921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000119302,"about_ca_system_score_gemma":0.00003119204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007148926,"about_ca_topic_score_gemma":0.000001446012,"domain_scores_codex":[0.9985071,0.0001232686,0.0004903923,0.0003771456,0.0001578996,0.0003441604],"domain_scores_gemma":[0.9987112,0.0008195775,0.00005411084,0.0001828346,0.00001844678,0.0002138287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001198968,0.0001956364,0.9376247,0.00001670533,0.00005430017,0.0009991425,0.00001652493,0.00001325809,0.0004121219,0.0006404464,0.05118398,0.007644239],"study_design_scores_gemma":[0.00159708,0.002818082,0.9793136,0.000005185286,0.00003565658,0.000234017,0.000009936258,0.0003463436,0.00003554142,0.001463548,0.01404327,0.00009772748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888241,0.00004065838,0.000009560603,0.005306686,0.001248605,0.0001596949,0.00000872548,0.0002002588,0.004201731],"genre_scores_gemma":[0.9896512,0.0004817662,0.00003268707,0.006709978,0.0007998184,0.00001031963,0.00003814339,0.00001434391,0.002261752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168893,"threshold_uncertainty_score":0.9959039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808066945008693,"score_gpt":0.3765154275893535,"score_spread":0.3184347581392666,"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."}}