{"id":"W1884910503","doi":"10.3174/ajnr.a4357","title":"Assessment of MRI-Based Automated Fetal Cerebral Cortical Folding Measures in Prediction of Gestational Age in the Third Trimester","year":2015,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Drug Abuse; National Institutes of Health; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Gestational age; Third trimester; Fetus; First trimester; Pregnancy; Obstetrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000738032,0.0000988649,0.0005250859,0.0002609517,0.00001015472,0.000002958278,0.0001302383,0.00004748606,0.000005671046],"category_scores_gemma":[0.0005121129,0.0000614215,0.0001103117,0.0004181169,0.0003844019,0.00004774634,0.00001274726,0.0004557169,3.079957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003008949,"about_ca_system_score_gemma":0.0003233253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003752303,"about_ca_topic_score_gemma":0.000006317123,"domain_scores_codex":[0.9978442,0.0008154666,0.0007027835,0.0001185911,0.0003551054,0.0001638502],"domain_scores_gemma":[0.9986277,0.0006275271,0.0004455494,0.00009734288,0.0001176353,0.00008422142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001152671,0.0005685128,0.9875908,0.00002124908,0.0000326514,0.0004347716,0.0002818817,0.004146818,0.004199609,0.0001125474,0.0004851193,0.0009734079],"study_design_scores_gemma":[0.002550096,0.007946821,0.9816828,0.00001725876,0.0000565644,0.0004343115,0.0002884868,0.006777277,0.00002855365,0.0001180658,0.00005990216,0.00003991257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970463,0.00004904816,0.0003713322,0.001954241,0.0001286823,0.0001391227,0.000007168441,0.000009436384,0.0002946644],"genre_scores_gemma":[0.9983134,0.00002408377,0.000727679,0.0008657965,0.00005201721,0.000002996981,0.000005835528,0.000006496073,0.000001676571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007378308,"threshold_uncertainty_score":0.2504696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443784975423992,"score_gpt":0.3172795384933296,"score_spread":0.2728416887390896,"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."}}