{"id":"W3129316020","doi":"10.1016/j.nicl.2021.102589","title":"Extremely preterm children demonstrate hyperconnectivity during verb generation: A multimodal approach","year":2021,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Cincinnati Children's Hospital Medical Center","keywords":"Magnetoencephalography; Psychology; Functional magnetic resonance imaging; Neuroimaging; Audiology; Developmental psychology; Neuroscience; Medicine; Electroencephalography","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":[0.0003032482,0.0002035381,0.000484304,0.00003987448,0.0001277991,0.00003321012,0.0001062196,0.0002069777,0.000104983],"category_scores_gemma":[0.000959255,0.0001875265,0.0003000272,0.0001537851,0.0002432936,0.0001370919,0.0001680021,0.0007117639,0.00007722474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001673588,"about_ca_system_score_gemma":0.0001321931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004273267,"about_ca_topic_score_gemma":0.000003788054,"domain_scores_codex":[0.9977295,0.0003316946,0.0005307388,0.0008836461,0.0002121556,0.0003122223],"domain_scores_gemma":[0.9988242,0.000183357,0.00008471597,0.0005628222,0.0001042834,0.0002406631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007778702,0.002531451,0.4936437,0.0001298174,0.0001672582,0.006476448,0.0001151768,0.00001344103,0.4356198,0.00008038958,0.0005338909,0.05991072],"study_design_scores_gemma":[0.003104468,0.0002741652,0.9762627,0.00001530796,0.00009472042,0.005837444,0.00001083005,0.002652839,0.01133291,0.000027796,0.0001846246,0.0002021748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994379,0.0002042012,0.0004868316,0.0008223649,0.0003970944,0.0003173874,0.00002288256,0.0001192353,0.003250971],"genre_scores_gemma":[0.9893941,0.00006626709,0.00681154,0.001627115,0.001130466,0.00001714064,0.00009745035,0.00003336841,0.0008224989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.482619,"threshold_uncertainty_score":0.764711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0737049151260324,"score_gpt":0.3316756278370414,"score_spread":0.257970712711009,"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."}}