{"id":"W2754767112","doi":"10.1002/uog.17979","title":"OP30.02: Ultrasound and MRI abnormalities of fetal cortical plate morphology correlate with development of cerebral malformations","year":2017,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polymicrogyria; Lissencephaly; Pachygyria; Subplate; Medicine; Cerebral cortex; Anatomy; Cortex (anatomy); Fetus; Pathology; Magnetic resonance imaging; Pregnancy; Neuroscience; Biology; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002240114,0.0001644135,0.0005065838,0.0001865486,0.0001962616,0.00001869758,0.00011444,0.0002097117,0.0001235341],"category_scores_gemma":[0.008339792,0.000126143,0.00003755196,0.0001386647,0.0008384548,0.0001191728,0.00007603346,0.0003126674,0.000003422149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198831,"about_ca_system_score_gemma":0.000099156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005660933,"about_ca_topic_score_gemma":0.00008083641,"domain_scores_codex":[0.9987208,0.00005226098,0.0005306685,0.0002406638,0.0001507855,0.0003048358],"domain_scores_gemma":[0.9901435,0.009151819,0.0002778005,0.0002208981,0.00008681686,0.0001191012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002700423,0.0003452331,0.9879764,0.0002291844,0.00009117691,0.00007484531,0.001460378,0.00002638041,0.001003696,0.00295872,0.00005434067,0.005509582],"study_design_scores_gemma":[0.002661427,0.001052679,0.9926428,0.00001664651,0.00007853716,0.0003677293,0.0005499357,0.00008236458,0.00022336,0.0005943376,0.001575336,0.0001548202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995933,0.0006287394,0.0001238842,0.0001356677,0.0002346965,0.0002603573,0.00003310312,0.000009810949,0.002640757],"genre_scores_gemma":[0.9962874,0.001542763,0.001775789,0.0001373435,0.00001033181,0.00001135594,0.00003033532,0.000009577875,0.0001950785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009099558,"threshold_uncertainty_score":0.9984112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492996917571024,"score_gpt":0.2426878028602747,"score_spread":0.2277578336845645,"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."}}