{"id":"W3157448257","doi":"10.1093/cercor/bhab109","title":"Variability in Brain Structure and Function Reflects Lack of Peer Support","year":2021,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute on Aging; Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Google; Canadian Institutes of Health Research; Centre Azrieli de recherche sur l'autisme, Institut et Hôpital Neurologiques de Montréal; National Institute of Mental Health; Vienna Science and Technology Fund; Deutsche Forschungsgemeinschaft; Government of Canada; Agence Nationale de la Recherche; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; Biotechnology and Biological Sciences Research Council; Austrian Science Fund; Canada Research Chairs; University of Miami","keywords":"Psychology; Loneliness; Social neuroscience; Social support; Salience (neuroscience); Cognitive psychology; Distress; Perception; Developmental psychology; Social cognition; Neuroscience; Cognition; Clinical psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003728091,0.0001212426,0.0002171242,0.00005996919,0.00007069211,0.00002067007,0.00006843161,0.00007934531,0.0004782608],"category_scores_gemma":[0.01492426,0.0001177573,0.00003911876,0.0004088205,0.0001388532,0.0001730012,0.0001345431,0.0002020004,0.000007243235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004985838,"about_ca_system_score_gemma":0.0001136819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935409,"about_ca_topic_score_gemma":0.0002396708,"domain_scores_codex":[0.9984967,0.0002658013,0.0002089205,0.0005354506,0.0003047386,0.0001884056],"domain_scores_gemma":[0.9974189,0.002080014,0.00006988164,0.0002486581,0.0001360477,0.00004647923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000193354,0.0001351052,0.1590119,0.0001340668,0.0000170925,0.00004413437,0.0004876241,0.00002222262,0.8088505,0.01561771,0.01161148,0.003874802],"study_design_scores_gemma":[0.0007300624,0.0002014394,0.8290881,0.00001434046,0.00001359368,0.00005544179,0.0001073004,0.0002118681,0.1334214,0.02959613,0.006369694,0.0001906157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887596,0.00001627102,0.00009988989,0.006303077,0.0004268041,0.0001259515,0.00004426709,0.00003092018,0.004193251],"genre_scores_gemma":[0.9946063,0.000002832434,0.00008494558,0.003641505,0.0000541095,0.00000436568,0.000008797014,0.00001031186,0.001586906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6754291,"threshold_uncertainty_score":0.9933735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941166345972283,"score_gpt":0.3042797827549558,"score_spread":0.254868119295233,"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."}}