{"id":"W4399718315","doi":"10.1093/cercor/bhae250","title":"Reduced gyrification in fetal growth restriction with prenatal magnetic resonance images","year":2024,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Israel Innovation Authority; Tel Aviv University; Thrasher Research Fund","keywords":"Gyrification; Fetus; Gestational age; Small for gestational age; Intrauterine growth restriction; Medicine; Internal medicine; Gestation; Pregnancy; Endocrinology; Cardiology; Obstetrics; Cerebral cortex; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003892705,0.0003423729,0.0001734426,0.001578393,0.0001071468,0.0003613952,0.0001275423,0.0001788231,0.001011043],"category_scores_gemma":[0.002081274,0.0001831803,0.0001500526,0.0005047594,0.0004160671,0.000207627,0.0003279899,0.0001537579,0.0001360968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633603,"about_ca_system_score_gemma":0.000169639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002924077,"about_ca_topic_score_gemma":0.002452321,"domain_scores_codex":[0.9997485,0.00005285076,0.00002798749,0.0000557429,0.00008965045,0.00002522178],"domain_scores_gemma":[0.9994486,0.0001593552,0.0002693001,0.0000586602,0.00003678295,0.00002735857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001603057,0.00004284199,0.6823663,0.0001901413,0.0001616958,0.004487394,0.001482152,0.002054115,0.2350303,0.0007994618,0.0003222512,0.0714602],"study_design_scores_gemma":[0.000006298301,0.00009191927,0.9750487,0.00002166558,0.00004484168,0.00593059,0.0002299237,0.001956443,0.01555755,0.0003468782,0.0007566147,0.000008584146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995767,0.0004174792,0.002790827,0.00001897926,0.000003499084,0.00001417648,0.000118479,0.00004424997,0.0008253438],"genre_scores_gemma":[0.9969906,0.000270455,0.002421879,0.000006237421,0.000002994191,0.00001187852,0.0001149281,0.00001224147,0.0001688173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002924077,"threshold_uncertainty_score":0.005814135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217915199624206,"score_gpt":0.2465136420766985,"score_spread":0.2343344900804565,"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."}}