{"id":"W4280598685","doi":"10.1002/hbm.25905","title":"Whole‐brain dynamics differentiate among cisgender and transgender individuals","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"H2020 Marie Skłodowska-Curie Actions; HORIZON EUROPE Excellent Science; H2020 Excellent Science; Horizon 2020 Framework Programme; Agència de Gestió d'Ajuts Universitaris i de Recerca; Generalitat de Catalunya; European Commission; Ministerio de Ciencia e Innovación; Centres de Recerca de Catalunya; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Transgender; Psychology; Dynamics (music); Neuroscience; Cognitive psychology; Psychoanalysis","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":[0.0001490249,0.0001700628,0.0001432996,0.0004106833,0.0001409057,0.0003716043,0.0001047103,0.0001726218,0.002452266],"category_scores_gemma":[0.0006731614,0.0001043669,0.0001532722,0.0001951939,0.0002137995,0.0002742216,0.0002407618,0.0001644443,0.000155425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260334,"about_ca_system_score_gemma":0.0001048593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614616,"about_ca_topic_score_gemma":0.004308315,"domain_scores_codex":[0.9999537,0.000008294631,0.000002153885,0.00001922965,0.000006270999,0.00001020651],"domain_scores_gemma":[0.9998897,0.00003160245,0.00003097909,0.00001320057,0.00001724483,0.00001719222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001194975,0.00008158846,0.5936543,0.0002012438,0.0003784628,0.0006787924,0.004016946,0.002160317,0.2967957,0.002380291,0.0007522524,0.09770504],"study_design_scores_gemma":[0.000005028103,0.00007024289,0.9931774,0.000007471361,0.00003104993,0.0003327376,0.0006552317,0.001728609,0.002797418,0.0008141715,0.000372434,0.000008186198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968095,0.000161963,0.001549838,0.00003738306,0.000006341961,0.000006458268,0.00017627,0.00001297673,0.001239227],"genre_scores_gemma":[0.9988806,0.00006246251,0.0005774932,0.00001389825,0.000002818588,0.000004369863,0.0001061712,0.000006046968,0.0003461602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002452266,"threshold_uncertainty_score":0.008203626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261782824562638,"score_gpt":0.267321052694833,"score_spread":0.2047032244492066,"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."}}