{"id":"W3135813919","doi":"10.3174/ajnr.a7064","title":"Beyond Isolated and Associated: A Novel Fetal MR Imaging–Based Scoring System Helps in the Prenatal Prognostication of Callosal Agenesis","year":2021,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Universität Wien; Medizinische Universität Wien; Austrian Science Fund","keywords":"Medicine; Agenesis; Prenatal diagnosis; Agenesis of the corpus callosum; Fetus; Magnetic resonance imaging; Anatomy; Radiology; Pregnancy; Corpus callosum","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":[0.0002832394,0.0001177967,0.0004837539,0.0001315666,0.00003047328,0.00000824056,0.0001117972,0.00003873797,0.000004541949],"category_scores_gemma":[0.0006594046,0.00007918352,0.0001006533,0.0004887158,0.0002831494,0.00004531664,0.0000267148,0.0003314024,5.721812e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002599474,"about_ca_system_score_gemma":0.0001608986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003200425,"about_ca_topic_score_gemma":0.000005757308,"domain_scores_codex":[0.9986104,0.0003573556,0.0004736584,0.0001775996,0.0001865427,0.0001944737],"domain_scores_gemma":[0.9985829,0.0006021778,0.0004585559,0.0001176574,0.0001594467,0.00007924531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001675515,0.001231815,0.8441951,0.0003533418,0.0002202425,0.004394266,0.0006491867,0.0003856145,0.123147,0.0002676772,0.0001299394,0.02335038],"study_design_scores_gemma":[0.002908736,0.005386529,0.9748582,0.0001288383,0.0003508353,0.007848762,0.0008688791,0.006829716,0.0005753399,0.00003009762,0.0000675011,0.0001465316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954351,0.0006608304,0.0005350899,0.002985858,0.0001241281,0.0001338602,0.00001292817,0.000009096998,0.0001031003],"genre_scores_gemma":[0.9987103,0.00007036889,0.0002636703,0.0008476266,0.00008257074,0.000003863187,0.000007939861,0.00001051222,0.000003125946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306632,"threshold_uncertainty_score":0.322901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102327271018999,"score_gpt":0.2392618473289507,"score_spread":0.2282385746187607,"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."}}