{"id":"W4389069787","doi":"10.1002/pd.6473","title":"Fetal macrocephaly: Pathophysiology, prenatal diagnosis and management","year":2023,"lang":"en","type":"review","venue":"Prenatal Diagnosis","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"","keywords":"Macrocephaly; Medicine; Fetal head; Pediatrics; Prenatal diagnosis; Etiology; Gestational age; Hydrocephalus; Pregnancy; Fetus; Obstetrics; Pathology; Radiology; Genetics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001822891,0.0008940494,0.002252081,0.0004464615,0.0001592125,0.00006280011,0.0004025579,0.0006474625,0.0007195757],"category_scores_gemma":[0.000267985,0.000675136,0.0009566228,0.0008395829,0.000292626,0.000122718,0.001098502,0.0008187421,0.001376188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005625023,"about_ca_system_score_gemma":0.00005728127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006593593,"about_ca_topic_score_gemma":0.00000825455,"domain_scores_codex":[0.9963201,0.0001834265,0.0008530502,0.001391146,0.0004689283,0.0007832989],"domain_scores_gemma":[0.9976214,0.000983673,0.0003023618,0.0006075547,0.000042516,0.0004425494],"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":[0.00003840312,0.0003747687,0.0006883042,0.07606494,0.0006598607,0.001345441,0.00001837826,2.442573e-7,2.661587e-8,0.0001056582,0.01493702,0.905767],"study_design_scores_gemma":[0.001018716,0.0007770037,0.00181205,0.0122222,0.005483271,0.0001387959,0.00001417902,0.000009470347,0.000004477004,0.0004619814,0.9771257,0.0009321377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005510814,0.9925122,0.000001628227,0.0002993018,0.0005004494,0.002669369,0.001018968,0.0004068468,0.002040189],"genre_scores_gemma":[0.000120382,0.9897484,0.0001370035,0.0004992347,0.0004057709,0.006774201,0.001075546,0.0001584108,0.001081082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9621887,"threshold_uncertainty_score":0.99957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525187276846998,"score_gpt":0.3244997400065819,"score_spread":0.2719810123218821,"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."}}