{"id":"W4391519133","doi":"10.1101/2024.02.04.578788","title":"Neonatal Amygdala Mean Diffusivity: A Potential Predictor of Emotional Face Perception","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Turun Yliopistosäätiö; Alli Paasikiven Säätiö; Turun Yliopisto; Emil Aaltosen Säätiö; Orionin Tutkimussäätiö; Sigrid Juséliuksen Säätiö; Signe ja Ane Gyllenbergin Säätiö; Jane ja Aatos Erkon Säätiö; Suomen Lääketieteen Säätiö; Suomen Kulttuurirahasto; Alfred Kordelinin Säätiö; Varsinais-Suomen Sairaanhoitopiiri; Juho Vainion Säätiö; National Alliance for Research on Schizophrenia and Depression","keywords":"Disengagement theory; Psychology; Amygdala; Facial expression; Association (psychology); Face perception; Emotion perception; Cognitive psychology; Perception; Emotional expression; Developmental psychology; Audiology; Neuroscience; Communication; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464806,0.0002587445,0.0001881216,0.0004987296,0.0001369326,0.0003847097,0.0001603558,0.0003495892,0.001543993],"category_scores_gemma":[0.002067047,0.0001499808,0.0001948774,0.0002160788,0.0001605501,0.0002691431,0.0002550818,0.0003710852,0.0001692759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632077,"about_ca_system_score_gemma":0.0001523555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173935,"about_ca_topic_score_gemma":0.001386706,"domain_scores_codex":[0.9998744,0.00002589758,0.00001871398,0.00003955128,0.00002427429,0.00001710664],"domain_scores_gemma":[0.9988538,0.0002390868,0.0006830373,0.00003459242,0.00009077456,0.00009872222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003769861,0.0000395301,0.9760432,0.00004317646,0.00004943652,0.0003802564,0.0001324246,0.0002903756,0.01562448,0.0001072062,0.0001838297,0.006729057],"study_design_scores_gemma":[0.000001658983,0.00006939375,0.9958369,0.00001405967,0.00001154432,0.0006142308,0.00008030999,0.001081331,0.002063835,0.00008315894,0.0001385495,0.000005058708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983028,0.0004001557,0.0004610763,0.00004995425,0.000005955838,0.000004537466,0.0002677399,0.00001303295,0.0004946679],"genre_scores_gemma":[0.9990653,0.0001492305,0.0004162567,0.000007930546,0.000003768832,0.00000952757,0.0001208636,0.000002947686,0.0002241032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173935,"threshold_uncertainty_score":0.005165219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747362441205361,"score_gpt":0.224297726057244,"score_spread":0.2068241016451904,"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."}}