{"id":"W3100308864","doi":"10.1002/ajmg.a.61972","title":"The spectrum of brain malformations and disruptions in twins","year":2020,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke","keywords":"Polymicrogyria; Schizencephaly; Hydranencephaly; Porencephaly; Zygosity; Medicine; Cerebellar hypoplasia (non-human); Population; Cerebellar vermis; Heterotopia (medicine); Ventriculomegaly; Concordance; Pediatrics; Anatomy; Cerebellum; Pathology; Internal medicine; Fetus; Pregnancy; Magnetic resonance imaging; Radiology; Biology; Genetics","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":[0.0005704299,0.000303876,0.0003924937,0.001796235,0.0005748202,0.0003509021,0.0003096109,0.0002770683,0.001316315],"category_scores_gemma":[0.005117258,0.0003252432,0.0002794346,0.0008464612,0.0004489445,0.0002564579,0.0009651617,0.0003202247,0.0002161752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019892,"about_ca_system_score_gemma":0.0001825087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696188,"about_ca_topic_score_gemma":0.001833522,"domain_scores_codex":[0.9989372,0.0002405277,0.0001558823,0.000222932,0.0003201025,0.0001233386],"domain_scores_gemma":[0.9987156,0.0004208424,0.0004229531,0.0001452312,0.0001072166,0.0001880717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003256345,0.00003436974,0.9673879,0.00002850096,0.0001376377,0.01581472,0.0004863359,0.00009637687,0.006568015,0.0003395013,0.0002268628,0.008554216],"study_design_scores_gemma":[0.00001822957,0.0001904854,0.8562467,0.0000282532,0.0001169877,0.1388288,0.0005381368,0.0004757073,0.002414895,0.0004279963,0.0006997767,0.00001407001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991366,0.0001650886,0.0002583622,0.00001546846,0.000004703211,0.000006787709,0.00008433784,0.000003243033,0.0003255689],"genre_scores_gemma":[0.9993159,0.0001741639,0.0002746296,0.000009965875,0.00000858882,0.000005694209,0.0001165365,0.000003484869,0.00009096877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796235,"threshold_uncertainty_score":0.004403472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858706421265615,"score_gpt":0.2877126819881833,"score_spread":0.2691256177755272,"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."}}