{"id":"W4405828967","doi":"10.1038/s41593-024-01832-y","title":"Considering the interconnected nature of social identities in neuroimaging research","year":2024,"lang":"en","type":"review","venue":"Nature Neuroscience","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas College; Centre for Addiction and Mental Health","funders":"Government of Canada; Centre for Addiction and Mental Health; National Academies of Sciences, Engineering, and Medicine; U.S. Department of Health and Human Services","keywords":"Neuroimaging; Psychology; Cognition; Personality; Expression (computer science); Mental health; Cognitive psychology; Developmental psychology; Clinical psychology; Neuroscience; Social psychology; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003759074,0.0009507377,0.001709263,0.003253598,0.0005019055,0.002825371,0.001535746,0.002449197,0.002502045],"category_scores_gemma":[0.005767881,0.0003902118,0.0006206136,0.003630889,0.002242143,0.003573162,0.001506629,0.003954564,0.001051179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552534,"about_ca_system_score_gemma":0.003909723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379352,"about_ca_topic_score_gemma":0.01004014,"domain_scores_codex":[0.9994504,0.0001674371,0.0000764974,0.0001314532,0.0001372756,0.00003695745],"domain_scores_gemma":[0.9936398,0.005288382,0.0001818532,0.0001057859,0.0006495786,0.0001346447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004053678,0.00003898611,0.0004602634,0.0176367,0.0001769782,0.0002341072,0.000167648,0.0003323938,0.0009135566,0.01899651,0.02056786,0.9404345],"study_design_scores_gemma":[0.00001502642,0.00005571167,0.002762262,0.02239093,0.0003382345,0.001698619,0.0003663863,0.0001977129,0.0004422935,0.02952674,0.9421555,0.00005063495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004851168,0.997582,0.0004129699,0.0009949234,0.0002362286,0.000003006905,0.000009761447,0.000004485161,0.0007082014],"genre_scores_gemma":[0.000670308,0.9971002,0.0007441998,0.0006449022,0.0005800216,0.00001057787,0.00001942519,0.000002614569,0.0002276793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00379352,"threshold_uncertainty_score":0.01988012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169701316224093,"score_gpt":0.4677069984990415,"score_spread":0.3507368668766322,"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."}}