{"id":"W4226327423","doi":"10.3390/brainsci12040477","title":"Intrinsic Shapes of Empathy: Functional Brain Network Topology Encodes Intersubjective Experience and Awareness Traits","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Mental Health Research Topics","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Università degli Studi G. d'Annunzio Chieti - Pescara; Ministero dell’Istruzione, dell’Università e della Ricerca; Dipartimenti di Eccellenza","keywords":"Empathy; Psychology; Topology (electrical circuits); Cognitive psychology; Neuroscience; Social psychology; Mathematics","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":[0.0002862582,0.0001560874,0.0001300958,0.0005707129,0.0001234166,0.0004082694,0.000117982,0.0001717853,0.002208794],"category_scores_gemma":[0.002435142,0.00009821631,0.0001115565,0.0002840439,0.0002245377,0.0005472336,0.0004090844,0.0002098189,0.000124316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143493,"about_ca_system_score_gemma":0.00007795751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006112069,"about_ca_topic_score_gemma":0.00139883,"domain_scores_codex":[0.9998652,0.00003658336,0.00000664987,0.0000525601,0.0000197673,0.00001914973],"domain_scores_gemma":[0.9991203,0.0003143237,0.0003167926,0.0001122063,0.00005710726,0.00007928361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009450593,0.0001433847,0.764634,0.0001657136,0.0004398301,0.0004880529,0.003442934,0.004350288,0.1501723,0.002922805,0.0005922209,0.07170334],"study_design_scores_gemma":[0.00000316514,0.00006322345,0.9918069,0.000006556102,0.00002821472,0.0003457801,0.0002621502,0.003688328,0.002019929,0.001565663,0.0001998067,0.00001023842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974674,0.00004452882,0.001795583,0.00001758885,0.000001463639,0.000003929622,0.0001169888,0.000008103919,0.0005443364],"genre_scores_gemma":[0.9992278,0.00002625597,0.0004935944,0.000003251461,0.000001390815,0.000005009329,0.00008768766,0.00000363963,0.0001513869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208794,"threshold_uncertainty_score":0.007389188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163016328434446,"score_gpt":0.4301162850992937,"score_spread":0.313814652255849,"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."}}